Website - https://covid19.ncdc.gov.ng/
# Import all libraries in this cell
import requests
import numpy as np
import urllib.request
import pandas as pd
import csv
import geopandas as gpd
from bs4 import BeautifulSoup
import seaborn as sns
sns.set_style("darkgrid")
import matplotlib.pyplot as plt
%matplotlib inline
plt.style.use('fivethirtyeight')
import warnings
warnings.filterwarnings('ignore')
URL = "https://covid19.ncdc.gov.ng/"
#Get data from NCDC website
r = requests.get(URL)
soup = BeautifulSoup(r.content,'html.parser')
#print(soup.prettify())
# Selecting the table with the relevant data
table= soup.find('table', id='custom1')
#table
#Select the headers from the table
# headers = []
# for i in table.find_all('th'):
# #print(i)
# title = i.text.strip()
# headers.append(title)
headers = [i.text.strip() for i in table.find_all('th') ]
headers
['States Affected', 'No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged', 'No. of Deaths']
def clean(j):
row_data = j.find_all('td')
row = [i.text.strip() for i in row_data]
return row
scraped_data = [ clean(i) for i in table.find_all('tr')]
# scraped_data=[]
# for j in table.find_all('tr'):
# row_data = j.find_all('td')
# row = [i.text.strip() for i in row_data]
# #print(row)
# scraped_data.append(row)
len(scraped_data)
38
scraped_data
[[], ['Lagos', '104,014', '871', '102,372', '771'], ['FCT', '29,464', '143', '29,072', '249'], ['Rivers', '18,044', '89', '17,800', '155'], ['Kaduna', '11,576', '11', '11,476', '89'], ['Oyo', '10,332', '3', '10,127', '202'], ['Plateau', '10,330', '3', '10,252', '75'], ['Edo', '7,923', '0', '7,601', '322'], ['Ogun', '5,810', '11', '5,717', '82'], ['Delta', '5,784', '502', '5,170', '112'], ['Kano', '5,339', '144', '5,068', '127'], ['Ondo', '5,173', '315', '4,749', '109'], ['Akwa Ibom', '5,004', '7', '4,953', '44'], ['Kwara', '4,691', '452', '4,175', '64'], ['Gombe', '3,313', '8', '3,239', '66'], ['Osun', '3,311', '29', '3,190', '92'], ['Enugu', '2,952', '13', '2,910', '29'], ['Anambra', '2,825', '46', '2,760', '19'], ['Nasarawa', '2,779', '395', '2,345', '39'], ['Imo', '2,678', '30', '2,590', '58'], ['Ekiti', '2,464', '6', '2,430', '28'], ['Katsina', '2,418', '0', '2,381', '37'], ['Benue', '2,317', '88', '2,204', '25'], ['Abia', '2,261', '-1', '2,228', '34'], ['Ebonyi', '2,064', '28', '2,004', '32'], ['Bauchi', '2,001', '10', '1,967', '24'], ['Borno', '1,629', '5', '1,580', '44'], ['Taraba', '1,478', '67', '1,377', '34'], ['Bayelsa', '1,364', '1', '1,335', '28'], ['Adamawa', '1,312', '134', '1,140', '38'], ['Niger', '1,183', '165', '998', '20'], ['Cross River', '919', '2', '892', '25'], ['Sokoto', '822', '0', '794', '28'], ['Jigawa', '669', '2', '649', '18'], ['Yobe', '638', '4', '625', '9'], ['Kebbi', '480', '10', '454', '16'], ['Zamfara', '375', '0', '366', '9'], ['Kogi', '5', '0', '3', '2']]
#Removing unwanted bracket from scraped data
scraped_data.remove([])
len(scraped_data)
37
scraped_data
[['Lagos', '104,014', '871', '102,372', '771'], ['FCT', '29,464', '143', '29,072', '249'], ['Rivers', '18,044', '89', '17,800', '155'], ['Kaduna', '11,576', '11', '11,476', '89'], ['Oyo', '10,332', '3', '10,127', '202'], ['Plateau', '10,330', '3', '10,252', '75'], ['Edo', '7,923', '0', '7,601', '322'], ['Ogun', '5,810', '11', '5,717', '82'], ['Delta', '5,784', '502', '5,170', '112'], ['Kano', '5,339', '144', '5,068', '127'], ['Ondo', '5,173', '315', '4,749', '109'], ['Akwa Ibom', '5,004', '7', '4,953', '44'], ['Kwara', '4,691', '452', '4,175', '64'], ['Gombe', '3,313', '8', '3,239', '66'], ['Osun', '3,311', '29', '3,190', '92'], ['Enugu', '2,952', '13', '2,910', '29'], ['Anambra', '2,825', '46', '2,760', '19'], ['Nasarawa', '2,779', '395', '2,345', '39'], ['Imo', '2,678', '30', '2,590', '58'], ['Ekiti', '2,464', '6', '2,430', '28'], ['Katsina', '2,418', '0', '2,381', '37'], ['Benue', '2,317', '88', '2,204', '25'], ['Abia', '2,261', '-1', '2,228', '34'], ['Ebonyi', '2,064', '28', '2,004', '32'], ['Bauchi', '2,001', '10', '1,967', '24'], ['Borno', '1,629', '5', '1,580', '44'], ['Taraba', '1,478', '67', '1,377', '34'], ['Bayelsa', '1,364', '1', '1,335', '28'], ['Adamawa', '1,312', '134', '1,140', '38'], ['Niger', '1,183', '165', '998', '20'], ['Cross River', '919', '2', '892', '25'], ['Sokoto', '822', '0', '794', '28'], ['Jigawa', '669', '2', '649', '18'], ['Yobe', '638', '4', '625', '9'], ['Kebbi', '480', '10', '454', '16'], ['Zamfara', '375', '0', '366', '9'], ['Kogi', '5', '0', '3', '2']]
headers
['States Affected', 'No. of Cases (Lab Confirmed)', 'No. of Cases (on admission)', 'No. Discharged', 'No. of Deaths']
#Creating a Data Frame For Scraped Data and Renaming Columns.
data = pd.DataFrame(scraped_data, columns=['states',
'lab_confirmed_cases',
'cases_on_admission',
'discharged',
'deaths'])
data.head()
| states | lab_confirmed_cases | cases_on_admission | discharged | deaths | |
|---|---|---|---|---|---|
| 0 | Lagos | 104,014 | 871 | 102,372 | 771 |
| 1 | FCT | 29,464 | 143 | 29,072 | 249 |
| 2 | Rivers | 18,044 | 89 | 17,800 | 155 |
| 3 | Kaduna | 11,576 | 11 | 11,476 | 89 |
| 4 | Oyo | 10,332 | 3 | 10,127 | 202 |
data.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 37 entries, 0 to 36 Data columns (total 5 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 states 37 non-null object 1 lab_confirmed_cases 37 non-null object 2 cases_on_admission 37 non-null object 3 discharged 37 non-null object 4 deaths 37 non-null object dtypes: object(5) memory usage: 1.6+ KB
confirmed = "https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv"
recovered="https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_recovered_global.csv"
deaths= "https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_deaths_global.csv"
urls= [confirmed, recovered, deaths]
#load csv files int dataframes
covid_data= [ pd.read_csv(i) for i in urls]
#unpack dataframes into variables
covid_confirmed, covid_recovered, covid_deaths=covid_data
#increase column width to 1500.
pd.options.display.max_columns=1500
covid_confirmed.head()
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 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7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | Afghanistan | 33.93911 | 67.709953 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 8 | 8 | 8 | 8 | 11 | 11 | 11 | 14 | 20 | 25 | 26 | 26 | 26 | 24 | 24 | 34 | 40 | 42 | 74 | 80 | 91 | 106 | 114 | 114 | 166 | 192 | 235 | 269 | 270 | 299 | 337 | 367 | 423 | 444 | 521 | 521 | 555 | 607 | 665 | 770 | 794 | 845 | 908 | 933 | 996 | 1026 | 1092 | 1176 | 1226 | 1330 | 1463 | 1531 | 1703 | 1827 | 1827 | 2171 | 2469 | 2469 | 2469 | 2469 | 3224 | 3392 | 3563 | 3563 | 4402 | 4664 | 4967 | 4967 | 5339 | 6053 | 6402 | 6635 | 7072 | 7655 | 8145 | 8676 | 9216 | 9952 | 10668 | 11180 | 11917 | 12465 | 13102 | 13745 | 14529 | 15180 | 15836 | 16578 | 17353 | 17977 | 19055 | 19637 | 20428 | 21003 | 21308 | 22228 | 22976 | 23632 | 24188 | 24852 | 25613 | 25719 | 26960 | 27423 | 27964 | 28383 | 28919 | 29229 | 29567 | 29726 | 30261 | 30346 | 30702 | 31053 | 31324 | 31445 | 31848 | 32108 | 32410 | 32758 | 33037 | 33150 | 33470 | 33680 | 33739 | 34280 | 34437 | 34537 | 34541 | 34826 | 35026 | 35156 | 35315 | 35375 | 35561 | 35595 | 35701 | 35813 | 36001 | 36067 | 36122 | 36243 | 36349 | 36454 | 36557 | 36628 | 36628 | 36796 | 36796 | 36796 | 36833 | 36915 | 36982 | 37023 | 37101 | 37140 | 37140 | 37355 | 37431 | 37510 | 37517 | 37637 | 37682 | 37682 | 37685 | 37685 | 37845 | 37942 | 37980 | 38039 | 38085 | 38156 | 38199 | 38215 | 38226 | 38229 | 38229 | 38248 | 38282 | 38329 | 38374 | 38374 | 38390 | 38484 | 38580 | 38606 | 38630 | 38658 | 38692 | 38727 | 38802 | 38858 | 38901 | 38941 | 38958 | 38969 | 39005 | 39130 | 39160 | 39182 | 39231 | 39256 | 39272 | 39278 | 39313 | 39325 | 39340 | 39354 | 39371 | 39376 | 39383 | 39427 | 39508 | 39572 | 39634 | 39702 | 39779 | 39789 | 39885 | 39956 | 40014 | 40080 | 40112 | 40159 | 40227 | 40286 | 40373 | 40461 | 40461 | 40510 | 40626 | 40687 | 40768 | 40833 | 40937 | 41032 | 41145 | 41268 | 41334 | 41425 | 41501 | 41633 | 41728 | 41814 | 41935 | 41975 | 42033 | 42159 | 42297 | 42463 | 42609 | 42795 | 42969 | 43035 | 43240 | 43403 | 43628 | 43851 | 44228 | 44443 | 44503 | 44706 | 44988 | 45278 | 45490 | 45716 | 45839 | 45966 | 46215 | 46498 | 46717 | 46980 | 47258 | 47388 | 47641 | 47901 | 48136 | 48366 | 48540 | 48753 | 48826 | 48952 | 49273 | 49484 | 49703 | 49927 | 50202 | 50456 | 50536 | 50678 | 50888 | 51070 | 51357 | 51595 | 51764 | 51848 | 52007 | 52147 | 52330 | 52330 | 52513 | 52586 | 52709 | 52909 | 53011 | 53105 | 53207 | 53332 | 53400 | 53489 | 53538 | 53584 | 53690 | 53775 | 53831 | 53938 | 53984 | 54062 | 54141 | 54278 | 54403 | 54483 | 54559 | 54595 | 54672 | 54750 | 54854 | 54891 | 54939 | 55008 | 55023 | 55059 | 55121 | 55174 | 55231 | 55265 | 55330 | 55335 | 55359 | 55384 | 55402 | 55420 | 55445 | 55473 | 55492 | 55514 | 55518 | 55540 | 55557 | 55575 | 55580 | 55604 | 55617 | 55646 | 55664 | 55680 | 55696 | 55707 | 55714 | 55733 | 55759 | 55770 | 55775 | 55827 | 55840 | 55847 | 55876 | 55876 | 55894 | 55917 | 55959 | 55959 | 55985 | 55985 | 55995 | 56016 | 56044 | 56069 | 56093 | 56103 | 56153 | 56177 | 56192 | 56226 | 56254 | 56290 | 56294 | 56322 | 56384 | 56454 | 56517 | 56572 | 56595 | 56676 | 56717 | 56779 | 56873 | 56943 | 57019 | 57144 | 57160 | 57242 | 57364 | 57492 | 57534 | 57612 | 57721 | 57793 | 57898 | 58037 | 58214 | 58312 | 58542 | 58730 | 58843 | 59015 | 59225 | 59370 | 59576 | 59745 | 59939 | 60122 | 60300 | 60563 | 60797 | 61162 | 61455 | 61755 | 61842 | 62063 | 62403 | 62718 | 63045 | 63355 | 63412 | 63484 | 63598 | 63819 | 64122 | 64575 | 65080 | 65486 | 65728 | 66275 | 66903 | 67743 | 68366 | 69130 | 70111 | 70761 | 71838 | 72977 | 74026 | 75119 | 76628 | 77963 | 79224 | 80841 | 82326 | 84050 | 85892 | 87716 | 88740 | 89861 | 91458 | 93272 | 93288 | 96531 | 98734 | 100521 | 101906 | 103902 | 105749 | 107957 | 109532 | 111592 | 113124 | 114220 | 115751 | 117158 | 118659 | 120216 | 122156 | 123485 | 124748 | 125937 | 127464 | 129021 | 130113 | 131586 | 132777 | 133578 | 134653 | 135889 | 136643 | 137853 | 139051 | 140224 | 140602 | 141499 | 142414 | 142762 | 143183 | 143439 | 143666 | 143871 | 144285 | 145008 | 145552 | 145996 | 146523 | 147154 | 147501 | 147985 | 148572 | 148933 | 149361 | 149810 | 150240 | 150458 | 150778 | 151013 | 151291 | 151563 | 151770 | 151941 | 152033 | 152142 | 152243 | 152363 | 152411 | 152448 | 152497 | 152511 | 152583 | 152660 | 152722 | 152822 | 152960 | 153007 | 153033 | 153148 | 153220 | 153260 | 153306 | 153375 | 153395 | 153423 | 153534 | 153626 | 153736 | 153840 | 153962 | 153982 | 153990 | 154094 | 154180 | 154283 | 154361 | 154487 | 154487 | 154487 | 154585 | 154712 | 154757 | 154800 | 154960 | 154960 | 154960 | 155072 | 155093 | 155128 | 155174 | 155191 | 155191 | 155191 | 155287 | 155309 | 155380 | 155429 | 155448 | 155466 | 155508 | 155540 | 155599 | 155627 | 155682 | 155688 | 155739 | 155764 | 155776 | 155801 | 155859 | 155891 | 155931 | 155940 | 155944 | 156040 | 156071 | 156124 | 156166 | 156196 | 156210 | 156250 | 156284 | 156307 | 156323 | 156363 | 156392 | 156397 | 156397 | 156397 | 156397 | 156414 | 156456 | 156487 | 156510 | 156552 | 156610 | 156649 | 156739 | 156739 | 156812 | 156864 | 156896 | 156911 | 157015 | 157032 | 157144 | 157171 | 157190 | 157218 | 157260 | 157289 | 157359 | 157387 | 157412 | 157431 | 157454 | 157499 | 157508 | 157542 | 157585 | 157603 | 157611 | 157633 | 157648 | 157660 | 157665 | 157725 | 157734 | 157745 | 157787 | 157797 | 157816 | 157841 | 157878 | 157887 | 157895 | 157951 | 157967 | 157998 | 158037 | 158056 | 158084 | 158107 | 158189 | 158183 | 158205 | 158245 | 158275 | 158300 | 158309 | 158381 | 158394 | 158471 | 158511 | 158602 | 158639 | 158678 | 158717 | 158826 | 158974 | 159070 | 159303 | 159516 | 159548 | 159649 | 159896 | 160252 | 160692 | 161004 | 161057 | 161290 | 162111 | 162926 | 163555 | 164190 | 164727 | 165358 | 165711 | 166191 | 166924 | 167739 | 168550 | 169448 | 169940 | 170152 | 170604 | 171246 | 171422 | 171519 | 171673 | 171857 | 171931 | 172205 | 172441 | 172716 | 172901 | 173047 | 173084 | 173146 | 173395 | 173659 | 173879 | 174073 | 174214 | 174214 | 174331 | 174582 | 175000 | 175353 | 175525 | 175893 | 175974 | 176039 | 176201 | 176409 | 176571 | 176743 | 176918 | 176983 | 177039 | 177093 | 177191 | 177255 | 177321 | 177321 | 177321 | 177321 | 177520 | 177602 | 177658 | 177716 | 177747 | 177782 | 177803 | 177827 | 177897 | 177932 | 177974 | 177974 | 177974 | 177974 | 177974 | 178141 | 178257 | 178295 | 178352 | 178373 | 178387 | 178418 | 178457 | 178513 | 178574 | 178611 | 178638 | 178648 | 178689 | 178745 | 178769 | 178809 | 178850 | 178873 | 178879 | 178899 | 178901 | 178901 | 178901 | 178905 | 178919 | 178922 | 178981 | 179010 | 179017 | 179131 | 179169 | 179203 | 179242 | 179267 | 179321 | 179328 | 179477 | 179597 | 179624 | 179674 | 179716 | 179716 | 179771 | 179835 | 179835 | 180086 | 180122 | 180174 | 180259 | 180347 | 180419 | 180520 | 180584 | 180615 | 180615 | 180688 | 180741 | 180784 | 180864 | 180864 | 180864 | 180864 | 181120 | 181178 | 181236 | 181465 | 181534 | 181574 | 181666 | 181725 | 181808 | 181912 | 181987 | 182033 | 182072 | 182149 | 182228 | 182324 | 182403 | 182528 | 182594 | 182643 | 182724 | 182793 | 182793 | 182979 | 183084 | 183221 | 183235 | 183265 | 183268 | 183272 | 183285 | 183358 | 183407 | 183445 | 183572 | 183687 | 183908 | 184038 | 184224 | 184360 | 184473 | 184587 | 184819 | 185086 | 185272 | 185393 | 185481 | 185552 | 185749 | 185930 | 186120 | 186393 | 186697 | 187037 | 187109 | 187442 | 187685 | 187966 | 188202 | 188506 | 188704 | 188820 | 189045 | 189343 | 189477 | 189710 | 190010 | 190254 | 190435 | 190643 | 191040 | 191247 | 191585 | 191967 | 191967 | 191967 | 192463 | 192906 | 193004 | 193250 | 193520 | 193520 | 193912 | 194163 | 194355 | 194614 | 195012 | 195298 | 195471 | 195631 | 195925 | 196182 | 196404 | 196751 | 196870 | 196992 | 197066 | 197240 | 197434 | 197608 | 197788 | 198023 | 198163 | 198244 | 198416 | 198543 | 198750 | 198876 | 199067 | 199188 | 199310 | 199386 | 199545 | 199690 | 199845 | 199994 | 200130 | 200202 | 200372 | 200469 | 200626 | 200729 | 200846 | 201014 | 201096 |
| 1 | NaN | Albania | 41.15330 | 20.168300 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 10 | 12 | 23 | 33 | 38 | 42 | 51 | 55 | 59 | 64 | 70 | 76 | 89 | 104 | 123 | 146 | 174 | 186 | 197 | 212 | 223 | 243 | 259 | 277 | 304 | 333 | 361 | 377 | 383 | 400 | 409 | 416 | 433 | 446 | 467 | 475 | 494 | 518 | 539 | 548 | 562 | 584 | 609 | 634 | 663 | 678 | 712 | 726 | 736 | 750 | 766 | 773 | 782 | 789 | 795 | 803 | 820 | 832 | 842 | 850 | 856 | 868 | 872 | 876 | 880 | 898 | 916 | 933 | 946 | 948 | 949 | 964 | 969 | 981 | 989 | 998 | 1004 | 1029 | 1050 | 1076 | 1099 | 1122 | 1137 | 1143 | 1164 | 1184 | 1197 | 1212 | 1232 | 1246 | 1263 | 1299 | 1341 | 1385 | 1416 | 1464 | 1521 | 1590 | 1672 | 1722 | 1788 | 1838 | 1891 | 1962 | 1995 | 2047 | 2114 | 2192 | 2269 | 2330 | 2402 | 2466 | 2535 | 2580 | 2662 | 2752 | 2819 | 2893 | 2964 | 3038 | 3106 | 3188 | 3278 | 3371 | 3454 | 3571 | 3667 | 3752 | 3851 | 3906 | 4008 | 4090 | 4171 | 4290 | 4358 | 4466 | 4570 | 4637 | 4763 | 4880 | 4997 | 5105 | 5197 | 5276 | 5396 | 5519 | 5620 | 5750 | 5889 | 6016 | 6151 | 6275 | 6411 | 6536 | 6676 | 6817 | 6971 | 7117 | 7260 | 7380 | 7499 | 7654 | 7812 | 7967 | 8119 | 8275 | 8427 | 8605 | 8759 | 8927 | 9083 | 9195 | 9279 | 9380 | 9513 | 9606 | 9728 | 9844 | 9967 | 10102 | 10255 | 10406 | 10553 | 10704 | 10860 | 11021 | 11185 | 11353 | 11520 | 11672 | 11816 | 11948 | 12073 | 12226 | 12385 | 12535 | 12666 | 12787 | 12921 | 13045 | 13153 | 13259 | 13391 | 13518 | 13649 | 13806 | 13965 | 14117 | 14266 | 14410 | 14568 | 14730 | 14899 | 15066 | 15231 | 15399 | 15570 | 15752 | 15955 | 16212 | 16501 | 16774 | 17055 | 17350 | 17651 | 17948 | 18250 | 18556 | 18858 | 19157 | 19445 | 19729 | 20040 | 20315 | 20634 | 20875 | 21202 | 21523 | 21904 | 22300 | 22721 | 23210 | 23705 | 24206 | 24731 | 25294 | 25801 | 26211 | 26701 | 27233 | 27830 | 28432 | 29126 | 29837 | 30623 | 31459 | 32196 | 32761 | 33556 | 34300 | 34944 | 35600 | 36245 | 36790 | 37625 | 38182 | 39014 | 39719 | 40501 | 41302 | 42148 | 42988 | 43683 | 44436 | 45188 | 46061 | 46863 | 47742 | 48530 | 49191 | 50000 | 50637 | 51424 | 52004 | 52542 | 53003 | 53425 | 53814 | 54317 | 54827 | 55380 | 55755 | 56254 | 56572 | 57146 | 57727 | 58316 | 58316 | 58991 | 59438 | 59623 | 60283 | 61008 | 61705 | 62378 | 63033 | 63595 | 63971 | 64627 | 65334 | 65994 | 66635 | 67216 | 67690 | 67982 | 68568 | 69238 | 69916 | 70655 | 71441 | 72274 | 72812 | 73691 | 74567 | 75454 | 76350 | 77251 | 78127 | 78992 | 79934 | 80941 | 81993 | 83082 | 84212 | 85336 | 86289 | 87528 | 88671 | 89776 | 90835 | 91987 | 93075 | 93850 | 94651 | 95726 | 96838 | 97909 | 99062 | 100246 | 101285 | 102306 | 103327 | 104313 | 105229 | 106215 | 107167 | 107931 | 108823 | 109674 | 110521 | 111301 | 112078 | 112897 | 113580 | 114209 | 114840 | 115442 | 116123 | 116821 | 117474 | 118017 | 118492 | 118938 | 119528 | 120022 | 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132580 | 132587 | 132592 | 132597 | 132608 | 132616 | 132629 | 132647 | 132665 | 132686 | 132697 | 132740 | 132763 | 132797 | 132828 | 132853 | 132875 | 132891 | 132922 | 132952 | 132999 | 133036 | 133081 | 133121 | 133146 | 133211 | 133310 | 133442 | 133591 | 133730 | 133912 | 133981 | 134201 | 134487 | 134761 | 135140 | 135550 | 135947 | 136147 | 136598 | 137075 | 137597 | 138132 | 138790 | 139324 | 139721 | 140521 | 141365 | 142253 | 143174 | 144079 | 144847 | 145333 | 146387 | 147369 | 148222 | 149117 | 150101 | 150997 | 151499 | 152239 | 153318 | 154316 | 155293 | 156162 | 157026 | 157436 | 158431 | 159423 | 160365 | 161324 | 162173 | 162953 | 163404 | 164276 | 165096 | 165864 | 166690 | 167354 | 167893 | 168188 | 168782 | 169462 | 170131 | 170778 | 171327 | 171794 | 171794 | 172618 | 173190 | 173723 | 174168 | 174643 | 174968 | 175163 | 175664 | 176172 | 176667 | 177108 | 177536 | 177971 | 178188 | 178804 | 179463 | 180029 | 180623 | 181252 | 181696 | 181960 | 182610 | 183282 | 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22823 | 23122 | 23740 | 23740 | 23740 | 24502 | 24802 | 25289 | 25289 | 26408 | 26408 | 26408 | 27983 | 28542 | 28899 | 28899 | 29888 | 29888 | 29888 | 29888 | 29888 | 29888 | 32201 | 33025 | 33025 | 33025 | 33025 | 34701 | 35028 | 35028 | 35556 | 35556 | 35556 | 35958 | 35958 | 36315 | 36470 | 36599 | 36599 | 36599 | 36808 | 36808 | 36989 | 37074 | 37140 | 37140 | 37140 | 37277 | 37361 | 37452 | 37522 | 37589 | 37589 | 37589 | 37589 | 37820 | 37901 | 37958 | 37999 | 37999 | 37999 | 37999 | 38165 | 38249 | 38342 | 38434 | 38434 | 38434 | 38620 | 38710 | 38794 | 38794 | 38794 | 38794 | 38794 | 38794 | 38794 | 38794 | 39234 | 39234 | 39234 | 39234 | 39234 | 39234 | 39713 | 39713 | 39713 | 39713 | 39713 | 39713 | 39713 | 40024 | 40024 | 40024 | 40024 | 40024 | 40024 | 40024 | 40024 | 40328 | 40328 | 40328 | 40328 | 40328 | 40328 | 40709 | 40709 | 40709 | 40709 | 40709 | 40709 | 40709 | 41013 | 41013 | 41013 | 41013 | 41013 | 41013 | 41013 | 41013 | 41349 | 41349 | 41349 | 41349 | 41349 | 41349 | 41717 | 41717 | 41717 | 41717 | 41717 | 41717 | 41717 | 41717 | 42156 | 42156 | 42156 | 42156 | 42156 | 42156 | 42572 | 42572 | 42572 | 42572 | 42572 | 42572 | 42572 | 42894 | 42894 | 42894 | 42894 | 42894 | 42894 | 42894 | 42894 | 42894 | 43067 | 43067 | 43067 | 43067 | 43067 | 43224 | 43224 | 43224 | 43224 | 43224 | 43224 | 43224 | 43449 | 43449 | 43449 | 43449 | 43449 | 43449 | 43449 | 43774 | 43774 | 43774 | 43774 | 43774 | 43774 | 43774 | 43774 | 43774 | 44177 | 44177 | 44177 | 44177 | 44177 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 44671 | 45061 | 45061 | 45061 | 45326 | 45326 | 45326 | 45326 | 45326 | 45326 | 45326 | 45508 | 45508 | 45508 | 45508 | 45508 | 45508 | 45793 | 45793 | 45793 | 45793 | 45793 | 45793 | 45793 | 45899 | 45899 | 45899 | 45899 | 45899 | 45899 | 45899 | 45975 | 45975 | 45975 | 45975 | 45975 | 45975 | 45975 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46027 | 46113 | 46113 | 46113 | 46113 | 46113 | 46113 | 46113 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46147 | 46227 | 46227 | 46227 | 46227 | 46227 | 46227 | 46227 | 46227 | 46275 | 46275 | 46275 | 46275 | 46275 | 46275 | 46366 | 46366 | 46366 | 46366 |
| 4 | NaN | Angola | -11.20270 | 17.873900 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 3 | 3 | 3 | 4 | 4 | 5 | 7 | 7 | 7 | 8 | 8 | 8 | 10 | 14 | 16 | 17 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 24 | 24 | 24 | 24 | 25 | 25 | 25 | 25 | 26 | 27 | 27 | 27 | 27 | 30 | 35 | 35 | 35 | 36 | 36 | 36 | 43 | 43 | 45 | 45 | 45 | 45 | 48 | 48 | 48 | 48 | 50 | 52 | 52 | 58 | 60 | 61 | 69 | 70 | 70 | 71 | 74 | 81 | 84 | 86 | 86 | 86 | 86 | 86 | 86 | 88 | 91 | 92 | 96 | 113 | 118 | 130 | 138 | 140 | 142 | 148 | 155 | 166 | 172 | 176 | 183 | 186 | 189 | 197 | 212 | 212 | 259 | 267 | 276 | 284 | 291 | 315 | 328 | 346 | 346 | 346 | 386 | 386 | 396 | 458 | 462 | 506 | 525 | 541 | 576 | 607 | 638 | 687 | 705 | 749 | 779 | 812 | 851 | 880 | 916 | 932 | 950 | 1000 | 1078 | 1109 | 1148 | 1164 | 1199 | 1280 | 1344 | 1395 | 1483 | 1538 | 1572 | 1672 | 1679 | 1735 | 1762 | 1815 | 1852 | 1879 | 1906 | 1935 | 1966 | 2015 | 2044 | 2068 | 2134 | 2171 | 2222 | 2283 | 2332 | 2415 | 2471 | 2551 | 2624 | 2654 | 2729 | 2777 | 2805 | 2876 | 2935 | 2965 | 2981 | 3033 | 3092 | 3217 | 3279 | 3335 | 3388 | 3439 | 3569 | 3675 | 3789 | 3848 | 3901 | 3991 | 4117 | 4236 | 4363 | 4475 | 4590 | 4672 | 4718 | 4797 | 4905 | 4972 | 5114 | 5211 | 5370 | 5402 | 5530 | 5725 | 5725 | 5958 | 6031 | 6246 | 6366 | 6488 | 6680 | 6846 | 7096 | 7222 | 7462 | 7622 | 7829 | 8049 | 8338 | 8582 | 8829 | 9026 | 9381 | 9644 | 9871 | 10074 | 10269 | 10558 | 10805 | 11035 | 11228 | 11577 | 11813 | 12102 | 12223 | 12335 | 12433 | 12680 | 12816 | 12953 | 13053 | 13228 | 13374 | 13451 | 13615 | 13818 | 13922 | 14134 | 14267 | 14413 | 14493 | 14634 | 14742 | 14821 | 14920 | 15008 | 15087 | 15103 | 15139 | 15251 | 15319 | 15361 | 15493 | 15536 | 15591 | 15648 | 15729 | 15804 | 15925 | 16061 | 16161 | 16188 | 16277 | 16362 | 16407 | 16484 | 16562 | 16626 | 16644 | 16686 | 16802 | 16931 | 17029 | 17099 | 17149 | 17240 | 17296 | 17371 | 17433 | 17553 | 17568 | 17608 | 17642 | 17684 | 17756 | 17864 | 17974 | 18066 | 18156 | 18193 | 18254 | 18343 | 18425 | 18613 | 18679 | 18765 | 18875 | 18926 | 19011 | 19093 | 19177 | 19269 | 19367 | 19399 | 19476 | 19553 | 19580 | 19672 | 19723 | 19782 | 19796 | 19829 | 19900 | 19937 | 19996 | 20030 | 20062 | 20086 | 20112 | 20163 | 20210 | 20261 | 20294 | 20329 | 20366 | 20381 | 20389 | 20400 | 20452 | 20478 | 20499 | 20519 | 20548 | 20584 | 20640 | 20695 | 20759 | 20782 | 20807 | 20854 | 20882 | 20923 | 20981 | 21026 | 21055 | 21086 | 21108 | 21114 | 21161 | 21205 | 21265 | 21323 | 21380 | 21407 | 21446 | 21489 | 21558 | 21642 | 21696 | 21733 | 21757 | 21774 | 21836 | 21914 | 21961 | 22031 | 22063 | 22132 | 22182 | 22311 | 22399 | 22467 | 22579 | 22631 | 22717 | 22885 | 23010 | 23108 | 23242 | 23331 | 23457 | 23549 | 23697 | 23841 | 23951 | 24122 | 24300 | 24389 | 24518 | 24661 | 24883 | 25051 | 25279 | 25492 | 25609 | 25710 | 25942 | 26168 | 26431 | 26652 | 26815 | 26993 | 27133 | 27284 | 27529 | 27921 | 28201 | 28477 | 28740 | 28875 | 29146 | 29405 | 29695 | 30030 | 30354 | 30637 | 30787 | 31045 | 31438 | 31661 | 31909 | 32149 | 32441 | 32623 | 32933 | 33338 | 33607 | 33944 | 34180 | 34366 | 34551 | 34752 | 34960 | 35140 | 35307 | 35594 | 35772 | 35854 | 36004 | 36115 | 36325 | 36455 | 36600 | 36705 | 36790 | 36921 | 37094 | 37289 | 37467 | 37604 | 37678 | 37748 | 37874 | 38002 | 38091 | 38371 | 38528 | 38556 | 38613 | 38682 | 38849 | 38965 | 39089 | 39172 | 39230 | 39300 | 39375 | 39491 | 39593 | 39791 | 39881 | 39958 | 40055 | 40138 | 40327 | 40530 | 40631 | 40707 | 40805 | 40906 | 41061 | 41227 | 41405 | 41629 | 41736 | 41780 | 41879 | 42110 | 42288 | 42486 | 42646 | 42777 | 42815 | 42970 | 43070 | 43158 | 43269 | 43487 | 43592 | 43662 | 43747 | 43890 | 43998 | 44174 | 44328 | 44534 | 44617 | 44739 | 44972 | 45175 | 45325 | 45583 | 45817 | 45945 | 46076 | 46340 | 46539 | 46726 | 46929 | 47079 | 47168 | 47331 | 47544 | 47781 | 48004 | 48261 | 48475 | 48656 | 48790 | 49114 | 49349 | 49628 | 49943 | 50348 | 50446 | 50738 | 51047 | 51407 | 51827 | 52208 | 52307 | 52307 | 52644 | 52968 | 53387 | 53840 | 54280 | 54795 | 55121 | 55583 | 56040 | 56583 | 56583 | 58076 | 58603 | 58943 | 58943 | 59895 | 60448 | 60803 | 61023 | 61245 | 61378 | 61580 | 61794 | 62143 | 62385 | 62606 | 62789 | 62842 | 63012 | 63197 | 63340 | 63567 | 63691 | 63775 | 63861 | 63930 | 64033 | 64126 | 64226 | 64301 | 64374 | 64433 | 64458 | 64487 | 64533 | 64583 | 64612 | 64654 | 64674 | 64724 | 64762 | 64815 | 64857 | 64875 | 64899 | 64913 | 64913 | 64940 | 64968 | 64985 | 64997 | 65011 | 65024 | 65033 | 65061 | 65080 | 65105 | 65130 | 65139 | 65144 | 65155 | 65168 | 65183 | 65208 | 65223 | 65244 | 65259 | 65259 | 65301 | 65332 | 65346 | 65371 | 65397 | 65404 | 65404 | 65431 | 65565 | 65648 | 65760 | 65868 | 65938 | 66086 | 66566 | 67199 | 68362 | 70221 | 71142 | 71752 | 71752 | 76787 | 78475 | 79871 | 81593 | 82398 | 82920 | 83764 | 84666 | 86636 | 87625 | 88775 | 89251 | 89718 | 90316 | 91148 | 91907 | 92581 | 93302 | 93524 | 93694 | 93974 | 94275 | 94779 | 95220 | 95676 | 95902 | 96582 | 97263 | 97594 | 97812 | 97901 | 98029 | 98057 | 98076 | 98116 | 98226 | 98267 | 98319 | 98340 | 98351 | 98364 | 98409 | 98424 | 98453 | 98474 | 98501 | 98514 | 98514 | 98514 | 98555 | 98568 | 98585 | 98605 | 98617 | 98638 | 98658 | 98671 | 98698 | 98701 | 98701 | 98701 | 98701 | 98741 | 98746 | 98746 | 98746 | 98796 | 98796 | 98806 | 98806 | 98829 | 98855 | 98855 | 98855 | 98909 | 98927 | 98931 | 98956 | 98985 | 99003 | 99003 | 99003 | 99003 | 99010 | 99058 | 99058 | 99081 | 99102 | 99106 | 99115 | 99115 | 99138 | 99138 | 99169 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99194 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99287 | 99433 | 99527 | 99527 | 99527 | 99527 | 99527 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 99761 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101320 | 101600 | 101901 | 101901 | 101901 | 102209 | 102209 | 102209 | 102209 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102301 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 102636 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 | 103131 |
covid_deaths.head()
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 8/10/20 | 8/11/20 | 8/12/20 | 8/13/20 | 8/14/20 | 8/15/20 | 8/16/20 | 8/17/20 | 8/18/20 | 8/19/20 | 8/20/20 | 8/21/20 | 8/22/20 | 8/23/20 | 8/24/20 | 8/25/20 | 8/26/20 | 8/27/20 | 8/28/20 | 8/29/20 | 8/30/20 | 8/31/20 | 9/1/20 | 9/2/20 | 9/3/20 | 9/4/20 | 9/5/20 | 9/6/20 | 9/7/20 | 9/8/20 | 9/9/20 | 9/10/20 | 9/11/20 | 9/12/20 | 9/13/20 | 9/14/20 | 9/15/20 | 9/16/20 | 9/17/20 | 9/18/20 | 9/19/20 | 9/20/20 | 9/21/20 | 9/22/20 | 9/23/20 | 9/24/20 | 9/25/20 | 9/26/20 | 9/27/20 | 9/28/20 | 9/29/20 | 9/30/20 | 10/1/20 | 10/2/20 | 10/3/20 | 10/4/20 | 10/5/20 | 10/6/20 | 10/7/20 | 10/8/20 | 10/9/20 | 10/10/20 | 10/11/20 | 10/12/20 | 10/13/20 | 10/14/20 | 10/15/20 | 10/16/20 | 10/17/20 | 10/18/20 | 10/19/20 | 10/20/20 | 10/21/20 | 10/22/20 | 10/23/20 | 10/24/20 | 10/25/20 | 10/26/20 | 10/27/20 | 10/28/20 | 10/29/20 | 10/30/20 | 10/31/20 | 11/1/20 | 11/2/20 | 11/3/20 | 11/4/20 | 11/5/20 | 11/6/20 | 11/7/20 | 11/8/20 | 11/9/20 | 11/10/20 | 11/11/20 | 11/12/20 | 11/13/20 | 11/14/20 | 11/15/20 | 11/16/20 | 11/17/20 | 11/18/20 | 11/19/20 | 11/20/20 | 11/21/20 | 11/22/20 | 11/23/20 | 11/24/20 | 11/25/20 | 11/26/20 | 11/27/20 | 11/28/20 | 11/29/20 | 11/30/20 | 12/1/20 | 12/2/20 | 12/3/20 | 12/4/20 | 12/5/20 | 12/6/20 | 12/7/20 | 12/8/20 | 12/9/20 | 12/10/20 | 12/11/20 | 12/12/20 | 12/13/20 | 12/14/20 | 12/15/20 | 12/16/20 | 12/17/20 | 12/18/20 | 12/19/20 | 12/20/20 | 12/21/20 | 12/22/20 | 12/23/20 | 12/24/20 | 12/25/20 | 12/26/20 | 12/27/20 | 12/28/20 | 12/29/20 | 12/30/20 | 12/31/20 | 1/1/21 | 1/2/21 | 1/3/21 | 1/4/21 | 1/5/21 | 1/6/21 | 1/7/21 | 1/8/21 | 1/9/21 | 1/10/21 | 1/11/21 | 1/12/21 | 1/13/21 | 1/14/21 | 1/15/21 | 1/16/21 | 1/17/21 | 1/18/21 | 1/19/21 | 1/20/21 | 1/21/21 | 1/22/21 | 1/23/21 | 1/24/21 | 1/25/21 | 1/26/21 | 1/27/21 | 1/28/21 | 1/29/21 | 1/30/21 | 1/31/21 | 2/1/21 | 2/2/21 | 2/3/21 | 2/4/21 | 2/5/21 | 2/6/21 | 2/7/21 | 2/8/21 | 2/9/21 | 2/10/21 | 2/11/21 | 2/12/21 | 2/13/21 | 2/14/21 | 2/15/21 | 2/16/21 | 2/17/21 | 2/18/21 | 2/19/21 | 2/20/21 | 2/21/21 | 2/22/21 | 2/23/21 | 2/24/21 | 2/25/21 | 2/26/21 | 2/27/21 | 2/28/21 | 3/1/21 | 3/2/21 | 3/3/21 | 3/4/21 | 3/5/21 | 3/6/21 | 3/7/21 | 3/8/21 | 3/9/21 | 3/10/21 | 3/11/21 | 3/12/21 | 3/13/21 | 3/14/21 | 3/15/21 | 3/16/21 | 3/17/21 | 3/18/21 | 3/19/21 | 3/20/21 | 3/21/21 | 3/22/21 | 3/23/21 | 3/24/21 | 3/25/21 | 3/26/21 | 3/27/21 | 3/28/21 | 3/29/21 | 3/30/21 | 3/31/21 | 4/1/21 | 4/2/21 | 4/3/21 | 4/4/21 | 4/5/21 | 4/6/21 | 4/7/21 | 4/8/21 | 4/9/21 | 4/10/21 | 4/11/21 | 4/12/21 | 4/13/21 | 4/14/21 | 4/15/21 | 4/16/21 | 4/17/21 | 4/18/21 | 4/19/21 | 4/20/21 | 4/21/21 | 4/22/21 | 4/23/21 | 4/24/21 | 4/25/21 | 4/26/21 | 4/27/21 | 4/28/21 | 4/29/21 | 4/30/21 | 5/1/21 | 5/2/21 | 5/3/21 | 5/4/21 | 5/5/21 | 5/6/21 | 5/7/21 | 5/8/21 | 5/9/21 | 5/10/21 | 5/11/21 | 5/12/21 | 5/13/21 | 5/14/21 | 5/15/21 | 5/16/21 | 5/17/21 | 5/18/21 | 5/19/21 | 5/20/21 | 5/21/21 | 5/22/21 | 5/23/21 | 5/24/21 | 5/25/21 | 5/26/21 | 5/27/21 | 5/28/21 | 5/29/21 | 5/30/21 | 5/31/21 | 6/1/21 | 6/2/21 | 6/3/21 | 6/4/21 | 6/5/21 | 6/6/21 | 6/7/21 | 6/8/21 | 6/9/21 | 6/10/21 | 6/11/21 | 6/12/21 | 6/13/21 | 6/14/21 | 6/15/21 | 6/16/21 | 6/17/21 | 6/18/21 | 6/19/21 | 6/20/21 | 6/21/21 | 6/22/21 | 6/23/21 | 6/24/21 | 6/25/21 | 6/26/21 | 6/27/21 | 6/28/21 | 6/29/21 | 6/30/21 | 7/1/21 | 7/2/21 | 7/3/21 | 7/4/21 | 7/5/21 | 7/6/21 | 7/7/21 | 7/8/21 | 7/9/21 | 7/10/21 | 7/11/21 | 7/12/21 | 7/13/21 | 7/14/21 | 7/15/21 | 7/16/21 | 7/17/21 | 7/18/21 | 7/19/21 | 7/20/21 | 7/21/21 | 7/22/21 | 7/23/21 | 7/24/21 | 7/25/21 | 7/26/21 | 7/27/21 | 7/28/21 | 7/29/21 | 7/30/21 | 7/31/21 | 8/1/21 | 8/2/21 | 8/3/21 | 8/4/21 | 8/5/21 | 8/6/21 | 8/7/21 | 8/8/21 | 8/9/21 | 8/10/21 | 8/11/21 | 8/12/21 | 8/13/21 | 8/14/21 | 8/15/21 | 8/16/21 | 8/17/21 | 8/18/21 | 8/19/21 | 8/20/21 | 8/21/21 | 8/22/21 | 8/23/21 | 8/24/21 | 8/25/21 | 8/26/21 | 8/27/21 | 8/28/21 | 8/29/21 | 8/30/21 | 8/31/21 | 9/1/21 | 9/2/21 | 9/3/21 | 9/4/21 | 9/5/21 | 9/6/21 | 9/7/21 | 9/8/21 | 9/9/21 | 9/10/21 | 9/11/21 | 9/12/21 | 9/13/21 | 9/14/21 | 9/15/21 | 9/16/21 | 9/17/21 | 9/18/21 | 9/19/21 | 9/20/21 | 9/21/21 | 9/22/21 | 9/23/21 | 9/24/21 | 9/25/21 | 9/26/21 | 9/27/21 | 9/28/21 | 9/29/21 | 9/30/21 | 10/1/21 | 10/2/21 | 10/3/21 | 10/4/21 | 10/5/21 | 10/6/21 | 10/7/21 | 10/8/21 | 10/9/21 | 10/10/21 | 10/11/21 | 10/12/21 | 10/13/21 | 10/14/21 | 10/15/21 | 10/16/21 | 10/17/21 | 10/18/21 | 10/19/21 | 10/20/21 | 10/21/21 | 10/22/21 | 10/23/21 | 10/24/21 | 10/25/21 | 10/26/21 | 10/27/21 | 10/28/21 | 10/29/21 | 10/30/21 | 10/31/21 | 11/1/21 | 11/2/21 | 11/3/21 | 11/4/21 | 11/5/21 | 11/6/21 | 11/7/21 | 11/8/21 | 11/9/21 | 11/10/21 | 11/11/21 | 11/12/21 | 11/13/21 | 11/14/21 | 11/15/21 | 11/16/21 | 11/17/21 | 11/18/21 | 11/19/21 | 11/20/21 | 11/21/21 | 11/22/21 | 11/23/21 | 11/24/21 | 11/25/21 | 11/26/21 | 11/27/21 | 11/28/21 | 11/29/21 | 11/30/21 | 12/1/21 | 12/2/21 | 12/3/21 | 12/4/21 | 12/5/21 | 12/6/21 | 12/7/21 | 12/8/21 | 12/9/21 | 12/10/21 | 12/11/21 | 12/12/21 | 12/13/21 | 12/14/21 | 12/15/21 | 12/16/21 | 12/17/21 | 12/18/21 | 12/19/21 | 12/20/21 | 12/21/21 | 12/22/21 | 12/23/21 | 12/24/21 | 12/25/21 | 12/26/21 | 12/27/21 | 12/28/21 | 12/29/21 | 12/30/21 | 12/31/21 | 1/1/22 | 1/2/22 | 1/3/22 | 1/4/22 | 1/5/22 | 1/6/22 | 1/7/22 | 1/8/22 | 1/9/22 | 1/10/22 | 1/11/22 | 1/12/22 | 1/13/22 | 1/14/22 | 1/15/22 | 1/16/22 | 1/17/22 | 1/18/22 | 1/19/22 | 1/20/22 | 1/21/22 | 1/22/22 | 1/23/22 | 1/24/22 | 1/25/22 | 1/26/22 | 1/27/22 | 1/28/22 | 1/29/22 | 1/30/22 | 1/31/22 | 2/1/22 | 2/2/22 | 2/3/22 | 2/4/22 | 2/5/22 | 2/6/22 | 2/7/22 | 2/8/22 | 2/9/22 | 2/10/22 | 2/11/22 | 2/12/22 | 2/13/22 | 2/14/22 | 2/15/22 | 2/16/22 | 2/17/22 | 2/18/22 | 2/19/22 | 2/20/22 | 2/21/22 | 2/22/22 | 2/23/22 | 2/24/22 | 2/25/22 | 2/26/22 | 2/27/22 | 2/28/22 | 3/1/22 | 3/2/22 | 3/3/22 | 3/4/22 | 3/5/22 | 3/6/22 | 3/7/22 | 3/8/22 | 3/9/22 | 3/10/22 | 3/11/22 | 3/12/22 | 3/13/22 | 3/14/22 | 3/15/22 | 3/16/22 | 3/17/22 | 3/18/22 | 3/19/22 | 3/20/22 | 3/21/22 | 3/22/22 | 3/23/22 | 3/24/22 | 3/25/22 | 3/26/22 | 3/27/22 | 3/28/22 | 3/29/22 | 3/30/22 | 3/31/22 | 4/1/22 | 4/2/22 | 4/3/22 | 4/4/22 | 4/5/22 | 4/6/22 | 4/7/22 | 4/8/22 | 4/9/22 | 4/10/22 | 4/11/22 | 4/12/22 | 4/13/22 | 4/14/22 | 4/15/22 | 4/16/22 | 4/17/22 | 4/18/22 | 4/19/22 | 4/20/22 | 4/21/22 | 4/22/22 | 4/23/22 | 4/24/22 | 4/25/22 | 4/26/22 | 4/27/22 | 4/28/22 | 4/29/22 | 4/30/22 | 5/1/22 | 5/2/22 | 5/3/22 | 5/4/22 | 5/5/22 | 5/6/22 | 5/7/22 | 5/8/22 | 5/9/22 | 5/10/22 | 5/11/22 | 5/12/22 | 5/13/22 | 5/14/22 | 5/15/22 | 5/16/22 | 5/17/22 | 5/18/22 | 5/19/22 | 5/20/22 | 5/21/22 | 5/22/22 | 5/23/22 | 5/24/22 | 5/25/22 | 5/26/22 | 5/27/22 | 5/28/22 | 5/29/22 | 5/30/22 | 5/31/22 | 6/1/22 | 6/2/22 | 6/3/22 | 6/4/22 | 6/5/22 | 6/6/22 | 6/7/22 | 6/8/22 | 6/9/22 | 6/10/22 | 6/11/22 | 6/12/22 | 6/13/22 | 6/14/22 | 6/15/22 | 6/16/22 | 6/17/22 | 6/18/22 | 6/19/22 | 6/20/22 | 6/21/22 | 6/22/22 | 6/23/22 | 6/24/22 | 6/25/22 | 6/26/22 | 6/27/22 | 6/28/22 | 6/29/22 | 6/30/22 | 7/1/22 | 7/2/22 | 7/3/22 | 7/4/22 | 7/5/22 | 7/6/22 | 7/7/22 | 7/8/22 | 7/9/22 | 7/10/22 | 7/11/22 | 7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
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| 0 | NaN | Afghanistan | 33.93911 | 67.709953 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 7 | 7 | 11 | 14 | 15 | 15 | 15 | 18 | 19 | 22 | 25 | 29 | 30 | 30 | 30 | 33 | 36 | 36 | 40 | 40 | 43 | 49 | 50 | 60 | 60 | 60 | 64 | 72 | 72 | 72 | 72 | 95 | 104 | 105 | 105 | 119 | 120 | 127 | 127 | 136 | 153 | 168 | 169 | 173 | 177 | 187 | 193 | 205 | 215 | 222 | 223 | 224 | 230 | 239 | 250 | 252 | 254 | 269 | 274 | 298 | 303 | 313 | 331 | 361 | 373 | 380 | 409 | 430 | 450 | 455 | 475 | 480 | 488 | 508 | 550 | 552 | 552 | 585 | 602 | 622 | 643 | 679 | 684 | 707 | 733 | 737 | 739 | 778 | 811 | 823 | 830 | 868 | 891 | 924 | 940 | 941 | 975 | 979 | 1014 | 1016 | 1049 | 1098 | 1117 | 1151 | 1151 | 1185 | 1187 | 1188 | 1194 | 1215 | 1229 | 1250 | 1263 | 1273 | 1274 | 1275 | 1275 | 1275 | 1287 | 1287 | 1287 | 1292 | 1298 | 1302 | 1302 | 1311 | 1316 | 1316 | 1348 | 1358 | 1367 | 1367 | 1374 | 1379 | 1379 | 1379 | 1379 | 1387 | 1389 | 1389 | 1389 | 1391 | 1401 | 1405 | 1405 | 1406 | 1406 | 1406 | 1406 | 1410 | 1413 | 1413 | 1413 | 1413 | 1416 | 1419 | 1422 | 1424 | 1424 | 1424 | 1424 | 1424 | 1429 | 1430 | 1440 | 1440 | 1441 | 1441 | 1445 | 1448 | 1449 | 1450 | 1455 | 1455 | 1457 | 1457 | 1460 | 1462 | 1462 | 1462 | 1462 | 1466 | 1466 | 1470 | 1471 | 1473 | 1474 | 1476 | 1477 | 1481 | 1483 | 1484 | 1485 | 1485 | 1489 | 1492 | 1496 | 1501 | 1503 | 1503 | 1503 | 1505 | 1507 | 1511 | 1514 | 1518 | 1523 | 1529 | 1532 | 1533 | 1536 | 1536 | 1541 | 1544 | 1548 | 1554 | 1554 | 1556 | 1562 | 1574 | 1577 | 1581 | 1591 | 1595 | 1605 | 1617 | 1626 | 1638 | 1645 | 1650 | 1661 | 1675 | 1687 | 1695 | 1712 | 1725 | 1737 | 1740 | 1752 | 1763 | 1774 | 1795 | 1822 | 1841 | 1847 | 1865 | 1875 | 1902 | 1908 | 1921 | 1939 | 1949 | 1960 | 1971 | 1975 | 2001 | 2017 | 2032 | 2037 | 2054 | 2074 | 2089 | 2105 | 2126 | 2135 | 2148 | 2158 | 2170 | 2182 | 2189 | 2189 | 2201 | 2211 | 2221 | 2230 | 2237 | 2244 | 2253 | 2257 | 2264 | 2277 | 2288 | 2301 | 2308 | 2314 | 2324 | 2336 | 2339 | 2343 | 2346 | 2354 | 2363 | 2370 | 2373 | 2378 | 2385 | 2389 | 2389 | 2397 | 2399 | 2400 | 2400 | 2404 | 2405 | 2406 | 2407 | 2407 | 2408 | 2410 | 2413 | 2414 | 2418 | 2419 | 2424 | 2427 | 2427 | 2427 | 2428 | 2428 | 2430 | 2430 | 2430 | 2432 | 2433 | 2435 | 2436 | 2438 | 2442 | 2443 | 2443 | 2444 | 2446 | 2446 | 2446 | 2449 | 2449 | 2449 | 2451 | 2451 | 2451 | 2451 | 2454 | 2454 | 2457 | 2459 | 2460 | 2460 | 2462 | 2462 | 2462 | 2463 | 2464 | 2466 | 2466 | 2467 | 2467 | 2469 | 2470 | 2472 | 2476 | 2484 | 2489 | 2495 | 2496 | 2497 | 2508 | 2512 | 2512 | 2516 | 2521 | 2521 | 2521 | 2529 | 2529 | 2532 | 2533 | 2535 | 2539 | 2539 | 2546 | 2549 | 2557 | 2561 | 2565 | 2572 | 2582 | 2592 | 2598 | 2611 | 2618 | 2625 | 2631 | 2637 | 2642 | 2648 | 2654 | 2664 | 2673 | 2683 | 2686 | 2698 | 2710 | 2713 | 2721 | 2730 | 2733 | 2742 | 2745 | 2751 | 2762 | 2772 | 2782 | 2792 | 2802 | 2812 | 2836 | 2855 | 2869 | 2881 | 2899 | 2919 | 2944 | 2973 | 3007 | 3034 | 3068 | 3104 | 3145 | 3187 | 3251 | 3305 | 3356 | 3412 | 3449 | 3527 | 3612 | 3683 | 3683 | 3842 | 3934 | 4030 | 4122 | 4215 | 4293 | 4366 | 4452 | 4519 | 4594 | 4650 | 4730 | 4794 | 4871 | 4962 | 5048 | 5107 | 5199 | 5283 | 5360 | 5415 | 5477 | 5561 | 5638 | 5724 | 5791 | 5849 | 5923 | 5983 | 6072 | 6098 | 6147 | 6213 | 6266 | 6293 | 6325 | 6357 | 6393 | 6425 | 6477 | 6515 | 6577 | 6615 | 6677 | 6708 | 6737 | 6774 | 6804 | 6836 | 6864 | 6879 | 6897 | 6908 | 6936 | 6961 | 6978 | 6988 | 7000 | 7010 | 7021 | 7025 | 7031 | 7043 | 7047 | 7054 | 7065 | 7070 | 7076 | 7083 | 7090 | 7093 | 7101 | 7103 | 7109 | 7116 | 7118 | 7123 | 7127 | 7127 | 7128 | 7132 | 7141 | 7144 | 7151 | 7157 | 7164 | 7167 | 7167 | 7169 | 7171 | 7174 | 7183 | 7186 | 7186 | 7186 | 7199 | 7199 | 7199 | 7199 | 7199 | 7199 | 7199 | 7200 | 7201 | 7204 | 7204 | 7206 | 7206 | 7206 | 7212 | 7214 | 7220 | 7221 | 7221 | 7221 | 7225 | 7228 | 7230 | 7234 | 7238 | 7238 | 7238 | 7243 | 7246 | 7247 | 7247 | 7249 | 7252 | 7253 | 7255 | 7260 | 7262 | 7266 | 7268 | 7269 | 7272 | 7280 | 7281 | 7281 | 7284 | 7284 | 7284 | 7284 | 7284 | 7288 | 7290 | 7291 | 7292 | 7292 | 7292 | 7293 | 7294 | 7295 | 7297 | 7297 | 7299 | 7301 | 7303 | 7303 | 7305 | 7306 | 7307 | 7307 | 7308 | 7308 | 7308 | 7308 | 7309 | 7310 | 7311 | 7312 | 7312 | 7316 | 7317 | 7319 | 7321 | 7324 | 7325 | 7328 | 7328 | 7329 | 7331 | 7332 | 7332 | 7333 | 7335 | 7335 | 7335 | 7341 | 7346 | 7348 | 7349 | 7354 | 7354 | 7355 | 7356 | 7356 | 7356 | 7356 | 7361 | 7364 | 7365 | 7367 | 7367 | 7368 | 7369 | 7373 | 7373 | 7374 | 7376 | 7376 | 7376 | 7378 | 7379 | 7381 | 7383 | 7386 | 7386 | 7390 | 7390 | 7393 | 7393 | 7397 | 7401 | 7403 | 7403 | 7405 | 7408 | 7414 | 7417 | 7418 | 7420 | 7420 | 7425 | 7432 | 7442 | 7454 | 7465 | 7477 | 7478 | 7488 | 7494 | 7501 | 7504 | 7513 | 7524 | 7526 | 7534 | 7539 | 7549 | 7569 | 7574 | 7578 | 7579 | 7585 | 7593 | 7598 | 7609 | 7617 | 7619 | 7619 | 7622 | 7623 | 7626 | 7630 | 7636 | 7639 | 7640 | 7641 | 7643 | 7645 | 7646 | 7651 | 7651 | 7651 | 7652 | 7654 | 7654 | 7656 | 7657 | 7657 | 7657 | 7657 | 7662 | 7663 | 7665 | 7667 | 7670 | 7670 | 7671 | 7671 | 7671 | 7671 | 7671 | 7671 | 7671 | 7671 | 7671 | 7675 | 7676 | 7676 | 7676 | 7676 | 7676 | 7678 | 7679 | 7680 | 7680 | 7680 | 7680 | 7681 | 7682 | 7683 | 7683 | 7683 | 7683 | 7683 | 7683 | 7683 | 7683 | 7683 | 7683 | 7684 | 7684 | 7684 | 7684 | 7685 | 7685 | 7686 | 7686 | 7686 | 7687 | 7690 | 7691 | 7691 | 7691 | 7695 | 7695 | 7697 | 7698 | 7698 | 7698 | 7699 | 7699 | 7699 | 7701 | 7701 | 7701 | 7705 | 7707 | 7708 | 7708 | 7708 | 7708 | 7709 | 7709 | 7709 | 7709 | 7709 | 7709 | 7709 | 7710 | 7710 | 7710 | 7713 | 7713 | 7713 | 7713 | 7714 | 7715 | 7715 | 7715 | 7717 | 7717 | 7717 | 7720 | 7722 | 7722 | 7723 | 7723 | 7723 | 7724 | 7725 | 7725 | 7725 | 7727 | 7728 | 7728 | 7728 | 7728 | 7728 | 7728 | 7728 | 7729 | 7730 | 7731 | 7733 | 7736 | 7737 | 7738 | 7738 | 7738 | 7738 | 7738 | 7742 | 7743 | 7743 | 7743 | 7745 | 7748 | 7751 | 7751 | 7752 | 7752 | 7752 | 7752 | 7752 | 7753 | 7753 | 7753 | 7755 | 7755 | 7758 | 7758 | 7759 | 7759 | 7759 | 7759 | 7759 | 7759 | 7762 | 7767 | 7768 | 7769 | 7771 | 7771 | 7771 | 7777 | 7777 | 7777 | 7777 | 7778 | 7778 | 7780 | 7782 | 7783 | 7783 | 7785 | 7786 | 7786 | 7787 | 7787 | 7789 | 7791 | 7792 | 7792 | 7794 | 7794 | 7795 | 7796 | 7796 | 7796 | 7796 | 7796 | 7796 | 7796 | 7798 | 7798 | 7799 | 7799 | 7800 | 7800 | 7801 | 7803 | 7803 | 7804 | 7804 | 7804 | 7804 | 7806 | 7807 | 7807 | 7807 | 7809 | 7809 | 7811 |
| 1 | NaN | Albania | 41.15330 | 20.168300 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 4 | 5 | 5 | 6 | 8 | 10 | 10 | 11 | 15 | 15 | 16 | 17 | 20 | 20 | 21 | 22 | 22 | 23 | 23 | 23 | 23 | 23 | 24 | 25 | 26 | 26 | 26 | 26 | 26 | 26 | 27 | 27 | 27 | 27 | 28 | 28 | 30 | 30 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 32 | 32 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 34 | 34 | 34 | 34 | 34 | 35 | 36 | 36 | 36 | 36 | 37 | 38 | 39 | 42 | 43 | 44 | 44 | 45 | 47 | 49 | 51 | 53 | 55 | 58 | 62 | 65 | 69 | 72 | 74 | 76 | 79 | 81 | 83 | 83 | 85 | 89 | 93 | 95 | 97 | 101 | 104 | 107 | 111 | 112 | 113 | 117 | 120 | 123 | 128 | 134 | 138 | 144 | 148 | 150 | 154 | 157 | 161 | 166 | 172 | 176 | 182 | 188 | 189 | 193 | 199 | 200 | 205 | 208 | 213 | 219 | 225 | 228 | 230 | 232 | 234 | 238 | 240 | 245 | 250 | 254 | 259 | 263 | 266 | 271 | 275 | 280 | 284 | 290 | 296 | 301 | 306 | 312 | 316 | 319 | 321 | 322 | 324 | 327 | 330 | 334 | 338 | 340 | 343 | 347 | 353 | 358 | 362 | 364 | 367 | 370 | 370 | 373 | 375 | 377 | 380 | 384 | 387 | 388 | 389 | 392 | 396 | 400 | 403 | 407 | 411 | 413 | 416 | 420 | 424 | 429 | 434 | 439 | 443 | 448 | 451 | 454 | 458 | 462 | 465 | 469 | 473 | 477 | 480 | 487 | 493 | 499 | 502 | 509 | 518 | 527 | 532 | 536 | 543 | 549 | 557 | 559 | 571 | 579 | 590 | 598 | 605 | 612 | 623 | 631 | 637 | 646 | 657 | 672 | 685 | 699 | 716 | 735 | 743 | 753 | 771 | 787 | 798 | 810 | 822 | 839 | 852 | 870 | 889 | 905 | 922 | 936 | 951 | 965 | 977 | 989 | 1003 | 1016 | 1028 | 1040 | 1055 | 1066 | 1074 | 1088 | 1098 | 1111 | 1117 | 1125 | 1134 | 1143 | 1153 | 1164 | 1170 | 1174 | 1181 | 1181 | 1190 | 1193 | 1199 | 1210 | 1217 | 1223 | 1230 | 1233 | 1241 | 1247 | 1252 | 1256 | 1261 | 1265 | 1270 | 1277 | 1281 | 1287 | 1291 | 1296 | 1303 | 1310 | 1315 | 1324 | 1332 | 1339 | 1350 | 1358 | 1369 | 1380 | 1393 | 1398 | 1404 | 1418 | 1433 | 1446 | 1460 | 1472 | 1488 | 1503 | 1517 | 1531 | 1543 | 1555 | 1567 | 1582 | 1600 | 1617 | 1636 | 1653 | 1666 | 1681 | 1696 | 1715 | 1736 | 1756 | 1775 | 1796 | 1816 | 1835 | 1856 | 1876 | 1897 | 1918 | 1939 | 1956 | 1969 | 1986 | 2002 | 2018 | 2030 | 2045 | 2060 | 2077 | 2092 | 2106 | 2122 | 2133 | 2137 | 2145 | 2156 | 2171 | 2184 | 2192 | 2204 | 2210 | 2216 | 2227 | 2235 | 2241 | 2247 | 2256 | 2265 | 2274 | 2283 | 2291 | 2297 | 2304 | 2310 | 2317 | 2321 | 2326 | 2331 | 2335 | 2337 | 2340 | 2342 | 2347 | 2353 | 2358 | 2364 | 2367 | 2372 | 2378 | 2379 | 2383 | 2386 | 2389 | 2394 | 2396 | 2397 | 2399 | 2402 | 2403 | 2406 | 2408 | 2411 | 2412 | 2416 | 2420 | 2423 | 2426 | 2427 | 2429 | 2432 | 2435 | 2436 | 2438 | 2440 | 2441 | 2442 | 2444 | 2445 | 2447 | 2447 | 2447 | 2448 | 2449 | 2450 | 2451 | 2451 | 2451 | 2451 | 2451 | 2451 | 2451 | 2452 | 2452 | 2452 | 2452 | 2453 | 2453 | 2453 | 2453 | 2454 | 2454 | 2454 | 2454 | 2454 | 2454 | 2454 | 2455 | 2455 | 2455 | 2455 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2456 | 2457 | 2457 | 2457 | 2457 | 2457 | 2457 | 2457 | 2457 | 2457 | 2458 | 2459 | 2459 | 2460 | 2460 | 2460 | 2460 | 2461 | 2463 | 2464 | 2466 | 2468 | 2471 | 2473 | 2475 | 2477 | 2478 | 2478 | 2480 | 2483 | 2486 | 2487 | 2490 | 2492 | 2495 | 2498 | 2501 | 2505 | 2508 | 2512 | 2515 | 2519 | 2523 | 2528 | 2531 | 2535 | 2539 | 2543 | 2548 | 2553 | 2557 | 2563 | 2569 | 2574 | 2580 | 2587 | 2594 | 2601 | 2609 | 2619 | 2629 | 2640 | 2653 | 2668 | 2685 | 2698 | 2705 | 2710 | 2713 | 2713 | 2725 | 2734 | 2746 | 2753 | 2759 | 2768 | 2777 | 2783 | 2788 | 2797 | 2807 | 2810 | 2820 | 2829 | 2841 | 2849 | 2855 | 2863 | 2870 | 2874 | 2880 | 2888 | 2893 | 2902 | 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| 3 | NaN | Andorra | 42.50630 | 1.521800 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 6 | 8 | 12 | 14 | 15 | 16 | 17 | 18 | 21 | 22 | 23 | 25 | 26 | 26 | 29 | 29 | 31 | 33 | 33 | 35 | 35 | 36 | 37 | 37 | 37 | 37 | 40 | 40 | 40 | 40 | 41 | 42 | 42 | 43 | 44 | 45 | 45 | 46 | 46 | 47 | 47 | 48 | 48 | 48 | 48 | 49 | 49 | 49 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 51 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 53 | 53 | 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1738 | 1738 | 1738 | 1738 | 1741 | 1743 | 1746 | 1746 | 1749 | 1749 | 1756 | 1760 | 1764 | 1770 | 1772 | 1772 | 1775 | 1778 | 1789 | 1799 | 1809 | 1819 | 1826 | 1832 | 1840 | 1842 | 1847 | 1852 | 1857 | 1863 | 1866 | 1870 | 1877 | 1881 | 1884 | 1886 | 1888 | 1888 | 1891 | 1892 | 1893 | 1893 | 1894 | 1895 | 1895 | 1895 | 1895 | 1896 | 1896 | 1896 | 1896 | 1896 | 1896 | 1896 | 1897 | 1898 | 1898 | 1898 | 1898 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1899 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 1900 | 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1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 | 1917 |
covid_recovered.head()
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 8/10/20 | 8/11/20 | 8/12/20 | 8/13/20 | 8/14/20 | 8/15/20 | 8/16/20 | 8/17/20 | 8/18/20 | 8/19/20 | 8/20/20 | 8/21/20 | 8/22/20 | 8/23/20 | 8/24/20 | 8/25/20 | 8/26/20 | 8/27/20 | 8/28/20 | 8/29/20 | 8/30/20 | 8/31/20 | 9/1/20 | 9/2/20 | 9/3/20 | 9/4/20 | 9/5/20 | 9/6/20 | 9/7/20 | 9/8/20 | 9/9/20 | 9/10/20 | 9/11/20 | 9/12/20 | 9/13/20 | 9/14/20 | 9/15/20 | 9/16/20 | 9/17/20 | 9/18/20 | 9/19/20 | 9/20/20 | 9/21/20 | 9/22/20 | 9/23/20 | 9/24/20 | 9/25/20 | 9/26/20 | 9/27/20 | 9/28/20 | 9/29/20 | 9/30/20 | 10/1/20 | 10/2/20 | 10/3/20 | 10/4/20 | 10/5/20 | 10/6/20 | 10/7/20 | 10/8/20 | 10/9/20 | 10/10/20 | 10/11/20 | 10/12/20 | 10/13/20 | 10/14/20 | 10/15/20 | 10/16/20 | 10/17/20 | 10/18/20 | 10/19/20 | 10/20/20 | 10/21/20 | 10/22/20 | 10/23/20 | 10/24/20 | 10/25/20 | 10/26/20 | 10/27/20 | 10/28/20 | 10/29/20 | 10/30/20 | 10/31/20 | 11/1/20 | 11/2/20 | 11/3/20 | 11/4/20 | 11/5/20 | 11/6/20 | 11/7/20 | 11/8/20 | 11/9/20 | 11/10/20 | 11/11/20 | 11/12/20 | 11/13/20 | 11/14/20 | 11/15/20 | 11/16/20 | 11/17/20 | 11/18/20 | 11/19/20 | 11/20/20 | 11/21/20 | 11/22/20 | 11/23/20 | 11/24/20 | 11/25/20 | 11/26/20 | 11/27/20 | 11/28/20 | 11/29/20 | 11/30/20 | 12/1/20 | 12/2/20 | 12/3/20 | 12/4/20 | 12/5/20 | 12/6/20 | 12/7/20 | 12/8/20 | 12/9/20 | 12/10/20 | 12/11/20 | 12/12/20 | 12/13/20 | 12/14/20 | 12/15/20 | 12/16/20 | 12/17/20 | 12/18/20 | 12/19/20 | 12/20/20 | 12/21/20 | 12/22/20 | 12/23/20 | 12/24/20 | 12/25/20 | 12/26/20 | 12/27/20 | 12/28/20 | 12/29/20 | 12/30/20 | 12/31/20 | 1/1/21 | 1/2/21 | 1/3/21 | 1/4/21 | 1/5/21 | 1/6/21 | 1/7/21 | 1/8/21 | 1/9/21 | 1/10/21 | 1/11/21 | 1/12/21 | 1/13/21 | 1/14/21 | 1/15/21 | 1/16/21 | 1/17/21 | 1/18/21 | 1/19/21 | 1/20/21 | 1/21/21 | 1/22/21 | 1/23/21 | 1/24/21 | 1/25/21 | 1/26/21 | 1/27/21 | 1/28/21 | 1/29/21 | 1/30/21 | 1/31/21 | 2/1/21 | 2/2/21 | 2/3/21 | 2/4/21 | 2/5/21 | 2/6/21 | 2/7/21 | 2/8/21 | 2/9/21 | 2/10/21 | 2/11/21 | 2/12/21 | 2/13/21 | 2/14/21 | 2/15/21 | 2/16/21 | 2/17/21 | 2/18/21 | 2/19/21 | 2/20/21 | 2/21/21 | 2/22/21 | 2/23/21 | 2/24/21 | 2/25/21 | 2/26/21 | 2/27/21 | 2/28/21 | 3/1/21 | 3/2/21 | 3/3/21 | 3/4/21 | 3/5/21 | 3/6/21 | 3/7/21 | 3/8/21 | 3/9/21 | 3/10/21 | 3/11/21 | 3/12/21 | 3/13/21 | 3/14/21 | 3/15/21 | 3/16/21 | 3/17/21 | 3/18/21 | 3/19/21 | 3/20/21 | 3/21/21 | 3/22/21 | 3/23/21 | 3/24/21 | 3/25/21 | 3/26/21 | 3/27/21 | 3/28/21 | 3/29/21 | 3/30/21 | 3/31/21 | 4/1/21 | 4/2/21 | 4/3/21 | 4/4/21 | 4/5/21 | 4/6/21 | 4/7/21 | 4/8/21 | 4/9/21 | 4/10/21 | 4/11/21 | 4/12/21 | 4/13/21 | 4/14/21 | 4/15/21 | 4/16/21 | 4/17/21 | 4/18/21 | 4/19/21 | 4/20/21 | 4/21/21 | 4/22/21 | 4/23/21 | 4/24/21 | 4/25/21 | 4/26/21 | 4/27/21 | 4/28/21 | 4/29/21 | 4/30/21 | 5/1/21 | 5/2/21 | 5/3/21 | 5/4/21 | 5/5/21 | 5/6/21 | 5/7/21 | 5/8/21 | 5/9/21 | 5/10/21 | 5/11/21 | 5/12/21 | 5/13/21 | 5/14/21 | 5/15/21 | 5/16/21 | 5/17/21 | 5/18/21 | 5/19/21 | 5/20/21 | 5/21/21 | 5/22/21 | 5/23/21 | 5/24/21 | 5/25/21 | 5/26/21 | 5/27/21 | 5/28/21 | 5/29/21 | 5/30/21 | 5/31/21 | 6/1/21 | 6/2/21 | 6/3/21 | 6/4/21 | 6/5/21 | 6/6/21 | 6/7/21 | 6/8/21 | 6/9/21 | 6/10/21 | 6/11/21 | 6/12/21 | 6/13/21 | 6/14/21 | 6/15/21 | 6/16/21 | 6/17/21 | 6/18/21 | 6/19/21 | 6/20/21 | 6/21/21 | 6/22/21 | 6/23/21 | 6/24/21 | 6/25/21 | 6/26/21 | 6/27/21 | 6/28/21 | 6/29/21 | 6/30/21 | 7/1/21 | 7/2/21 | 7/3/21 | 7/4/21 | 7/5/21 | 7/6/21 | 7/7/21 | 7/8/21 | 7/9/21 | 7/10/21 | 7/11/21 | 7/12/21 | 7/13/21 | 7/14/21 | 7/15/21 | 7/16/21 | 7/17/21 | 7/18/21 | 7/19/21 | 7/20/21 | 7/21/21 | 7/22/21 | 7/23/21 | 7/24/21 | 7/25/21 | 7/26/21 | 7/27/21 | 7/28/21 | 7/29/21 | 7/30/21 | 7/31/21 | 8/1/21 | 8/2/21 | 8/3/21 | 8/4/21 | 8/5/21 | 8/6/21 | 8/7/21 | 8/8/21 | 8/9/21 | 8/10/21 | 8/11/21 | 8/12/21 | 8/13/21 | 8/14/21 | 8/15/21 | 8/16/21 | 8/17/21 | 8/18/21 | 8/19/21 | 8/20/21 | 8/21/21 | 8/22/21 | 8/23/21 | 8/24/21 | 8/25/21 | 8/26/21 | 8/27/21 | 8/28/21 | 8/29/21 | 8/30/21 | 8/31/21 | 9/1/21 | 9/2/21 | 9/3/21 | 9/4/21 | 9/5/21 | 9/6/21 | 9/7/21 | 9/8/21 | 9/9/21 | 9/10/21 | 9/11/21 | 9/12/21 | 9/13/21 | 9/14/21 | 9/15/21 | 9/16/21 | 9/17/21 | 9/18/21 | 9/19/21 | 9/20/21 | 9/21/21 | 9/22/21 | 9/23/21 | 9/24/21 | 9/25/21 | 9/26/21 | 9/27/21 | 9/28/21 | 9/29/21 | 9/30/21 | 10/1/21 | 10/2/21 | 10/3/21 | 10/4/21 | 10/5/21 | 10/6/21 | 10/7/21 | 10/8/21 | 10/9/21 | 10/10/21 | 10/11/21 | 10/12/21 | 10/13/21 | 10/14/21 | 10/15/21 | 10/16/21 | 10/17/21 | 10/18/21 | 10/19/21 | 10/20/21 | 10/21/21 | 10/22/21 | 10/23/21 | 10/24/21 | 10/25/21 | 10/26/21 | 10/27/21 | 10/28/21 | 10/29/21 | 10/30/21 | 10/31/21 | 11/1/21 | 11/2/21 | 11/3/21 | 11/4/21 | 11/5/21 | 11/6/21 | 11/7/21 | 11/8/21 | 11/9/21 | 11/10/21 | 11/11/21 | 11/12/21 | 11/13/21 | 11/14/21 | 11/15/21 | 11/16/21 | 11/17/21 | 11/18/21 | 11/19/21 | 11/20/21 | 11/21/21 | 11/22/21 | 11/23/21 | 11/24/21 | 11/25/21 | 11/26/21 | 11/27/21 | 11/28/21 | 11/29/21 | 11/30/21 | 12/1/21 | 12/2/21 | 12/3/21 | 12/4/21 | 12/5/21 | 12/6/21 | 12/7/21 | 12/8/21 | 12/9/21 | 12/10/21 | 12/11/21 | 12/12/21 | 12/13/21 | 12/14/21 | 12/15/21 | 12/16/21 | 12/17/21 | 12/18/21 | 12/19/21 | 12/20/21 | 12/21/21 | 12/22/21 | 12/23/21 | 12/24/21 | 12/25/21 | 12/26/21 | 12/27/21 | 12/28/21 | 12/29/21 | 12/30/21 | 12/31/21 | 1/1/22 | 1/2/22 | 1/3/22 | 1/4/22 | 1/5/22 | 1/6/22 | 1/7/22 | 1/8/22 | 1/9/22 | 1/10/22 | 1/11/22 | 1/12/22 | 1/13/22 | 1/14/22 | 1/15/22 | 1/16/22 | 1/17/22 | 1/18/22 | 1/19/22 | 1/20/22 | 1/21/22 | 1/22/22 | 1/23/22 | 1/24/22 | 1/25/22 | 1/26/22 | 1/27/22 | 1/28/22 | 1/29/22 | 1/30/22 | 1/31/22 | 2/1/22 | 2/2/22 | 2/3/22 | 2/4/22 | 2/5/22 | 2/6/22 | 2/7/22 | 2/8/22 | 2/9/22 | 2/10/22 | 2/11/22 | 2/12/22 | 2/13/22 | 2/14/22 | 2/15/22 | 2/16/22 | 2/17/22 | 2/18/22 | 2/19/22 | 2/20/22 | 2/21/22 | 2/22/22 | 2/23/22 | 2/24/22 | 2/25/22 | 2/26/22 | 2/27/22 | 2/28/22 | 3/1/22 | 3/2/22 | 3/3/22 | 3/4/22 | 3/5/22 | 3/6/22 | 3/7/22 | 3/8/22 | 3/9/22 | 3/10/22 | 3/11/22 | 3/12/22 | 3/13/22 | 3/14/22 | 3/15/22 | 3/16/22 | 3/17/22 | 3/18/22 | 3/19/22 | 3/20/22 | 3/21/22 | 3/22/22 | 3/23/22 | 3/24/22 | 3/25/22 | 3/26/22 | 3/27/22 | 3/28/22 | 3/29/22 | 3/30/22 | 3/31/22 | 4/1/22 | 4/2/22 | 4/3/22 | 4/4/22 | 4/5/22 | 4/6/22 | 4/7/22 | 4/8/22 | 4/9/22 | 4/10/22 | 4/11/22 | 4/12/22 | 4/13/22 | 4/14/22 | 4/15/22 | 4/16/22 | 4/17/22 | 4/18/22 | 4/19/22 | 4/20/22 | 4/21/22 | 4/22/22 | 4/23/22 | 4/24/22 | 4/25/22 | 4/26/22 | 4/27/22 | 4/28/22 | 4/29/22 | 4/30/22 | 5/1/22 | 5/2/22 | 5/3/22 | 5/4/22 | 5/5/22 | 5/6/22 | 5/7/22 | 5/8/22 | 5/9/22 | 5/10/22 | 5/11/22 | 5/12/22 | 5/13/22 | 5/14/22 | 5/15/22 | 5/16/22 | 5/17/22 | 5/18/22 | 5/19/22 | 5/20/22 | 5/21/22 | 5/22/22 | 5/23/22 | 5/24/22 | 5/25/22 | 5/26/22 | 5/27/22 | 5/28/22 | 5/29/22 | 5/30/22 | 5/31/22 | 6/1/22 | 6/2/22 | 6/3/22 | 6/4/22 | 6/5/22 | 6/6/22 | 6/7/22 | 6/8/22 | 6/9/22 | 6/10/22 | 6/11/22 | 6/12/22 | 6/13/22 | 6/14/22 | 6/15/22 | 6/16/22 | 6/17/22 | 6/18/22 | 6/19/22 | 6/20/22 | 6/21/22 | 6/22/22 | 6/23/22 | 6/24/22 | 6/25/22 | 6/26/22 | 6/27/22 | 6/28/22 | 6/29/22 | 6/30/22 | 7/1/22 | 7/2/22 | 7/3/22 | 7/4/22 | 7/5/22 | 7/6/22 | 7/7/22 | 7/8/22 | 7/9/22 | 7/10/22 | 7/11/22 | 7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | Afghanistan | 33.93911 | 67.709953 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 10 | 10 | 10 | 15 | 18 | 18 | 29 | 32 | 32 | 32 | 32 | 32 | 40 | 43 | 54 | 99 | 112 | 131 | 135 | 150 | 166 | 179 | 188 | 188 | 207 | 220 | 228 | 252 | 260 | 310 | 331 | 345 | 397 | 421 | 458 | 468 | 472 | 502 | 558 | 558 | 610 | 648 | 691 | 745 | 745 | 778 | 801 | 850 | 930 | 938 | 996 | 1040 | 1075 | 1097 | 1128 | 1138 | 1209 | 1259 | 1303 | 1328 | 1428 | 1450 | 1522 | 1585 | 1762 | 1830 | 1875 | 2171 | 2651 | 3013 | 3326 | 3928 | 4201 | 4725 | 5164 | 5508 | 6158 | 7660 | 7962 | 8292 | 8764 | 8841 | 9260 | 9869 | 10174 | 10306 | 10674 | 12604 | 13934 | 14131 | 15651 | 16041 | 17331 | 19164 | 19366 | 20103 | 20179 | 20700 | 20847 | 20882 | 21135 | 21216 | 21254 | 21454 | 22456 | 22824 | 23151 | 23273 | 23634 | 23741 | 23741 | 23924 | 24550 | 24602 | 24793 | 25180 | 25198 | 25358 | 25389 | 25471 | 25509 | 25509 | 25510 | 25669 | 25669 | 25742 | 25840 | 25903 | 25960 | 25960 | 26228 | 26415 | 26694 | 26714 | 26714 | 27166 | 27166 | 27166 | 27166 | 27166 | 27681 | 28016 | 28016 | 28180 | 28360 | 28440 | 29042 | 29046 | 29059 | 29063 | 29089 | 29089 | 29231 | 29315 | 29390 | 29713 | 30082 | 30537 | 30557 | 30715 | 31048 | 31129 | 31154 | 31234 | 31638 | 32073 | 32098 | 32503 | 32505 | 32576 | 32576 | 32576 | 32576 | 32576 | 32610 | 32619 | 32619 | 32635 | 32642 | 32642 | 32746 | 32789 | 32842 | 32842 | 32842 | 32852 | 32879 | 32977 | 33045 | 33058 | 33058 | 33064 | 33114 | 33118 | 33308 | 33354 | 33447 | 33516 | 33561 | 33614 | 33760 | 33790 | 33824 | 33831 | 34010 | 34023 | 34129 | 34150 | 34217 | 34237 | 34239 | 34258 | 34321 | 34326 | 34342 | 34355 | 34362 | 34440 | 34440 | 34446 | 34458 | 34721 | 34954 | 34967 | 35024 | 35036 | 35067 | 35092 | 35137 | 35160 | 35295 | 35350 | 35370 | 35422 | 35934 | 35976 | 36122 | 36145 | 36232 | 36295 | 36709 | 36716 | 36831 | 36946 | 37218 | 37260 | 37260 | 37393 | 37685 | 37879 | 37920 | 38032 | 38099 | 38141 | 38200 | 38250 | 38252 | 38336 | 38475 | 38505 | 38540 | 38613 | 39006 | 39508 | 39585 | 39692 | 40359 | 40444 | 40784 | 41096 | 41441 | 41543 | 41612 | 41727 | 41727 | 41727 | 41727 | 42530 | 42666 | 42666 | 43291 | 43440 | 43740 | 43948 | 44137 | 44608 | 44850 | 45298 | 45434 | 45465 | 45868 | 46359 | 46554 | 46759 | 46887 | 46912 | 46943 | 47298 | 47365 | 47459 | 47549 | 47583 | 47606 | 47609 | 47679 | 47723 | 47798 | 47982 | 47995 | 48018 | 48027 | 48041 | 48042 | 48109 | 48133 | 48279 | 48390 | 48392 | 48395 | 48433 | 48514 | 48626 | 48798 | 48803 | 48820 | 48834 | 48895 | 48967 | 49086 | 49281 | 49285 | 49288 | 49333 | 49344 | 49347 | 49359 | 49362 | 49362 | 49369 | 49378 | 49402 | 49409 | 49499 | 49499 | 49499 | 49471 | 49477 | 49481 | 49499 | 49536 | 49664 | 49681 | 49681 | 49737 | 49743 | 49752 | 49802 | 49937 | 49994 | 49994 | 50013 | 50666 | 51473 | 51550 | 51788 | 51798 | 51802 | 51885 | 51902 | 51928 | 51940 | 51956 | 51961 | 51962 | 51989 | 52005 | 52013 | 52022 | 52083 | 52105 | 52116 | 52168 | 52244 | 52272 | 52301 | 52348 | 52363 | 52392 | 52489 | 52520 | 52794 | 52974 | 53103 | 53206 | 53272 | 53391 | 53391 | 53694 | 53750 | 53961 | 54019 | 54040 | 54222 | 54382 | 54503 | 54534 | 54619 | 54634 | 54663 | 54686 | 55010 | 55118 | 55529 | 55687 | 55790 | 55889 | 56035 | 56295 | 56518 | 56711 | 56962 | 57119 | 57281 | 57450 | 57629 | 57741 | 57963 | 58070 | 58144 | 58265 | 58622 | 58998 | 59569 | 59871 | 60280 | 60598 | 60939 | 61410 | 61706 | 61820 | 62397 | 62698 | 63426 | 63875 | 64401 | 65071 | 65565 | 66102 | 66799 | 67183 | 67483 | 68288 | 69205 | 70016 | 71012 | 71924 | 72700 | 73635 | 74480 | 75314 | 76218 | 77280 | 78521 | 79446 | 80226 | 81077 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 82586 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | NaN | Albania | 41.15330 | 20.168300 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 2 | 10 | 17 | 17 | 31 | 31 | 33 | 44 | 52 | 67 | 76 | 89 | 99 | 104 | 116 | 131 | 154 | 165 | 182 | 197 | 217 | 232 | 248 | 251 | 277 | 283 | 302 | 314 | 327 | 345 | 356 | 385 | 394 | 403 | 410 | 422 | 431 | 455 | 470 | 488 | 519 | 531 | 543 | 570 | 595 | 605 | 620 | 627 | 650 | 654 | 682 | 688 | 694 | 705 | 714 | 715 | 727 | 742 | 758 | 771 | 777 | 783 | 789 | 795 | 803 | 812 | 823 | 851 | 857 | 872 | 877 | 891 | 898 | 898 | 910 | 925 | 938 | 945 | 960 | 980 | 1001 | 1034 | 1039 | 1044 | 1055 | 1064 | 1077 | 1086 | 1114 | 1126 | 1134 | 1159 | 1195 | 1217 | 1250 | 1298 | 1346 | 1384 | 1438 | 1459 | 1516 | 1559 | 1592 | 1637 | 1657 | 1702 | 1744 | 1791 | 1832 | 1875 | 1881 | 1946 | 2014 | 2062 | 2091 | 2137 | 2214 | 2264 | 2311 | 2352 | 2397 | 2463 | 2523 | 2608 | 2637 | 2682 | 2745 | 2789 | 2830 | 2883 | 2952 | 2961 | 3018 | 3031 | 3031 | 3123 | 3155 | 3227 | 3268 | 3342 | 3379 | 3480 | 3552 | 3616 | 3695 | 3746 | 3794 | 3816 | 3871 | 3928 | 3986 | 4096 | 4184 | 4332 | 4413 | 4530 | 4633 | 4791 | 4923 | 5020 | 5139 | 5214 | 5441 | 5582 | 5732 | 5882 | 5976 | 6106 | 6186 | 6239 | 6284 | 6346 | 6443 | 6494 | 6569 | 6615 | 6668 | 6733 | 6788 | 6831 | 6888 | 6940 | 6995 | 7042 | 7139 | 7239 | 7309 | 7397 | 7397 | 7629 | 7732 | 7847 | 8077 | 8342 | 8536 | 8675 | 8825 | 8965 | 9115 | 9215 | 9304 | 9406 | 9500 | 9585 | 9675 | 9762 | 9864 | 9957 | 10001 | 10071 | 10167 | 10225 | 10341 | 10395 | 10466 | 10548 | 10654 | 10705 | 10808 | 10893 | 11007 | 11097 | 11189 | 11246 | 11367 | 11473 | 11578 | 11696 | 11861 | 12002 | 12092 | 12203 | 12353 | 12493 | 12574 | 12667 | 12767 | 12889 | 13453 | 13804 | 14216 | 14565 | 15055 | 15469 | 15842 | 16230 | 16666 | 17031 | 17352 | 17755 | 18152 | 18481 | 18849 | 19384 | 19912 | 20484 | 20974 | 21286 | 21617 | 22180 | 22527 | 23072 | 23609 | 24136 | 24520 | 24820 | 24820 | 25876 | 26381 | 26898 | 27426 | 27831 | 28121 | 28752 | 29249 | 29799 | 30276 | 30790 | 31181 | 31565 | 32122 | 32700 | 33185 | 33634 | 33634 | 34353 | 34648 | 34996 | 35551 | 36102 | 36535 | 36971 | 37327 | 37648 | 37981 | 38421 | 38860 | 39246 | 39625 | 40090 | 40453 | 40870 | 41464 | 41969 | 42426 | 42895 | 43384 | 43890 | 44291 | 44880 | 45383 | 45906 | 46420 | 46927 | 47424 | 47922 | 48377 | 48958 | 49543 | 50219 | 50875 | 51444 | 52128 | 52933 | 53616 | 54362 | 55243 | 55983 | 56764 | 57736 | 58794 | 59684 | 60675 | 61605 | 62533 | 63329 | 64318 | 65403 | 66309 | 67158 | 68007 | 68969 | 69773 | 70413 | 71173 | 72076 | 72853 | 73610 | 74352 | 75190 | 75887 | 76784 | 77498 | 78259 | 79131 | 79821 | 80483 | 81061 | 81810 | 82554 | 83264 | 83954 | 84625 | 85147 | 85846 | 86497 | 87193 | 87760 | 88349 | 88899 | 89456 | 90024 | 90617 | 91271 | 91875 | 92500 | 93173 | 93842 | 94431 | 95035 | 95600 | 96129 | 96672 | 97206 | 97723 | 98269 | 98903 | 99441 | 100013 | 100600 | 101142 | 101584 | 102171 | 102601 | 103066 | 103582 | 104278 | 105016 | 105728 | 106465 | 107163 | 107887 | 108606 | 109338 | 110172 | 110920 | 111792 | 112626 | 113468 | 114362 | 115253 | 116126 | 117089 | 118041 | 119061 | 120072 | 121122 | 122105 | 123081 | 124312 | 125419 | 126405 | 127240 | 127869 | 128425 | 128601 | 128732 | 128826 | 128907 | 128978 | 129042 | 129097 | 129215 | 129308 | 129431 | 129473 | 129521 | 129566 | 129598 | 129627 | 129664 | 129702 | 129736 | 129761 | 129785 | 129807 | 129826 | 129842 | 129865 | 129879 | 129888 | 129895 | 129903 | 129910 | 129918 | 129918 | 129941 | 129955 | 129966 | 129975 | 129982 | 129990 | 129994 | 130002 | 130009 | 130014 | 130018 | 130023 | 130027 | 130029 | 130033 | 130035 | 130037 | 130043 | 130047 | 130050 | 130052 | 130053 | 130059 | 130061 | 130067 | 130072 | 130074 | 130081 | 130086 | 130097 | 130109 | 130118 | 130125 | 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0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
list_info= [covid_deaths, covid_recovered, covid_confirmed]
for i in list_info:
i.info()
print()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 289 entries, 0 to 288 Columns: 1002 entries, Province/State to 10/15/22 dtypes: float64(2), int64(998), object(2) memory usage: 2.2+ MB <class 'pandas.core.frame.DataFrame'> RangeIndex: 274 entries, 0 to 273 Columns: 1002 entries, Province/State to 10/15/22 dtypes: float64(2), int64(998), object(2) memory usage: 2.1+ MB <class 'pandas.core.frame.DataFrame'> RangeIndex: 289 entries, 0 to 288 Columns: 1002 entries, Province/State to 10/15/22 dtypes: float64(2), int64(998), object(2) memory usage: 2.2+ MB
covid_external.csv, Budget data.csv, RealGDP.csvcovid_external= pd.read_csv('./External_Data/covid_external.csv')
budget_data=pd.read_csv('./External_Data/Budget data.csv')
Obtain basic information about the data using the head() and info() method.
covid_external.head()
| states | region | Population | Overall CCVI Index | Age | Epidemiological | Fragility | Health System | Population Density | Socio-Economic | Transport Availability | Acute IHR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | FCT | North Central | 4865000 | 0.3 | 0.0 | 0.9 | 0.4 | 0.6 | 0.9 | 0.6 | 0.2 | 0.79 |
| 1 | Plateau | North Central | 4766000 | 0.4 | 0.5 | 0.4 | 0.8 | 0.3 | 0.3 | 0.5 | 0.3 | 0.93 |
| 2 | Kwara | North Central | 3524000 | 0.3 | 0.4 | 0.3 | 0.2 | 0.4 | 0.2 | 0.6 | 0.7 | 0.93 |
| 3 | Nassarawa | North Central | 2783000 | 0.1 | 0.3 | 0.5 | 0.9 | 0.0 | 0.1 | 0.6 | 0.5 | 0.85 |
| 4 | Niger | North Central | 6260000 | 0.6 | 0.0 | 0.6 | 0.3 | 0.7 | 0.1 | 0.8 | 0.8 | 0.84 |
covid_external.shape
(37, 12)
covid_external.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 37 entries, 0 to 36 Data columns (total 12 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 states 37 non-null object 1 region 37 non-null object 2 Population 37 non-null int64 3 Overall CCVI Index 37 non-null float64 4 Age 37 non-null float64 5 Epidemiological 37 non-null float64 6 Fragility 37 non-null float64 7 Health System 37 non-null float64 8 Population Density 37 non-null float64 9 Socio-Economic 37 non-null float64 10 Transport Availability 37 non-null float64 11 Acute IHR 37 non-null float64 dtypes: float64(9), int64(1), object(2) memory usage: 3.6+ KB
budget_data.head()
| states | Initial_budget (Bn) | Revised_budget (Bn) | |
|---|---|---|---|
| 0 | Abia | 136.60 | 102.70 |
| 1 | Adamawa | 183.30 | 139.31 |
| 2 | Akwa-Ibom | 597.73 | 366.00 |
| 3 | Anambra | 137.10 | 112.80 |
| 4 | Bauchi | 167.20 | 128.00 |
TODO A - Clean the scraped data
data.columns
Index(['states', 'lab_confirmed_cases', 'cases_on_admission', 'discharged',
'deaths'],
dtype='object')
data.head()
| states | lab_confirmed_cases | cases_on_admission | discharged | deaths | |
|---|---|---|---|---|---|
| 0 | Lagos | 104,014 | 871 | 102,372 | 771 |
| 1 | FCT | 29,464 | 143 | 29,072 | 249 |
| 2 | Rivers | 18,044 | 89 | 17,800 | 155 |
| 3 | Kaduna | 11,576 | 11 | 11,476 | 89 |
| 4 | Oyo | 10,332 | 3 | 10,127 | 202 |
#Removing commas from numerical data
data=data.replace(',','', regex=True)
data.head()
| states | lab_confirmed_cases | cases_on_admission | discharged | deaths | |
|---|---|---|---|---|---|
| 0 | Lagos | 104014 | 871 | 102372 | 771 |
| 1 | FCT | 29464 | 143 | 29072 | 249 |
| 2 | Rivers | 18044 | 89 | 17800 | 155 |
| 3 | Kaduna | 11576 | 11 | 11476 | 89 |
| 4 | Oyo | 10332 | 3 | 10127 | 202 |
#Checking for null values
data.isnull().sum()
states 0 lab_confirmed_cases 0 cases_on_admission 0 discharged 0 deaths 0 dtype: int64
#Converting the numerical data to integers
str_to_int= ['lab_confirmed_cases','cases_on_admission', 'discharged', 'deaths' ]
for i in str_to_int:
data[i]= data[i].astype('int64')
data.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 37 entries, 0 to 36 Data columns (total 5 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 states 37 non-null object 1 lab_confirmed_cases 37 non-null int64 2 cases_on_admission 37 non-null int64 3 discharged 37 non-null int64 4 deaths 37 non-null int64 dtypes: int64(4), object(1) memory usage: 1.6+ KB
np.setdiff1d(data['states'], covid_external['states'])
array(['Cross River', 'Nasarawa'], dtype=object)
np.setdiff1d(covid_external['states'], data['states'])
array(['Cross river', 'Nassarawa'], dtype=object)
covid_external=covid_external.replace('Cross river', 'Cross River') #Replacing values
data=data.replace('Nasarawa','Nassarawa')
list_data= [covid_deaths, covid_recovered, covid_confirmed]
Daily_Data=[i[i['Country/Region']=='Nigeria'] for i in list_data]
# for i in list1:
# a=i[i['Country/Region']=='Nigeria']
# Daily_Data.append(a)
nigeria_timeseries= pd.concat(Daily_Data, axis=0)
nigeria_timeseries
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 8/10/20 | 8/11/20 | 8/12/20 | 8/13/20 | 8/14/20 | 8/15/20 | 8/16/20 | 8/17/20 | 8/18/20 | 8/19/20 | 8/20/20 | 8/21/20 | 8/22/20 | 8/23/20 | 8/24/20 | 8/25/20 | 8/26/20 | 8/27/20 | 8/28/20 | 8/29/20 | 8/30/20 | 8/31/20 | 9/1/20 | 9/2/20 | 9/3/20 | 9/4/20 | 9/5/20 | 9/6/20 | 9/7/20 | 9/8/20 | 9/9/20 | 9/10/20 | 9/11/20 | 9/12/20 | 9/13/20 | 9/14/20 | 9/15/20 | 9/16/20 | 9/17/20 | 9/18/20 | 9/19/20 | 9/20/20 | 9/21/20 | 9/22/20 | 9/23/20 | 9/24/20 | 9/25/20 | 9/26/20 | 9/27/20 | 9/28/20 | 9/29/20 | 9/30/20 | 10/1/20 | 10/2/20 | 10/3/20 | 10/4/20 | 10/5/20 | 10/6/20 | 10/7/20 | 10/8/20 | 10/9/20 | 10/10/20 | 10/11/20 | 10/12/20 | 10/13/20 | 10/14/20 | 10/15/20 | 10/16/20 | 10/17/20 | 10/18/20 | 10/19/20 | 10/20/20 | 10/21/20 | 10/22/20 | 10/23/20 | 10/24/20 | 10/25/20 | 10/26/20 | 10/27/20 | 10/28/20 | 10/29/20 | 10/30/20 | 10/31/20 | 11/1/20 | 11/2/20 | 11/3/20 | 11/4/20 | 11/5/20 | 11/6/20 | 11/7/20 | 11/8/20 | 11/9/20 | 11/10/20 | 11/11/20 | 11/12/20 | 11/13/20 | 11/14/20 | 11/15/20 | 11/16/20 | 11/17/20 | 11/18/20 | 11/19/20 | 11/20/20 | 11/21/20 | 11/22/20 | 11/23/20 | 11/24/20 | 11/25/20 | 11/26/20 | 11/27/20 | 11/28/20 | 11/29/20 | 11/30/20 | 12/1/20 | 12/2/20 | 12/3/20 | 12/4/20 | 12/5/20 | 12/6/20 | 12/7/20 | 12/8/20 | 12/9/20 | 12/10/20 | 12/11/20 | 12/12/20 | 12/13/20 | 12/14/20 | 12/15/20 | 12/16/20 | 12/17/20 | 12/18/20 | 12/19/20 | 12/20/20 | 12/21/20 | 12/22/20 | 12/23/20 | 12/24/20 | 12/25/20 | 12/26/20 | 12/27/20 | 12/28/20 | 12/29/20 | 12/30/20 | 12/31/20 | 1/1/21 | 1/2/21 | 1/3/21 | 1/4/21 | 1/5/21 | 1/6/21 | 1/7/21 | 1/8/21 | 1/9/21 | 1/10/21 | 1/11/21 | 1/12/21 | 1/13/21 | 1/14/21 | 1/15/21 | 1/16/21 | 1/17/21 | 1/18/21 | 1/19/21 | 1/20/21 | 1/21/21 | 1/22/21 | 1/23/21 | 1/24/21 | 1/25/21 | 1/26/21 | 1/27/21 | 1/28/21 | 1/29/21 | 1/30/21 | 1/31/21 | 2/1/21 | 2/2/21 | 2/3/21 | 2/4/21 | 2/5/21 | 2/6/21 | 2/7/21 | 2/8/21 | 2/9/21 | 2/10/21 | 2/11/21 | 2/12/21 | 2/13/21 | 2/14/21 | 2/15/21 | 2/16/21 | 2/17/21 | 2/18/21 | 2/19/21 | 2/20/21 | 2/21/21 | 2/22/21 | 2/23/21 | 2/24/21 | 2/25/21 | 2/26/21 | 2/27/21 | 2/28/21 | 3/1/21 | 3/2/21 | 3/3/21 | 3/4/21 | 3/5/21 | 3/6/21 | 3/7/21 | 3/8/21 | 3/9/21 | 3/10/21 | 3/11/21 | 3/12/21 | 3/13/21 | 3/14/21 | 3/15/21 | 3/16/21 | 3/17/21 | 3/18/21 | 3/19/21 | 3/20/21 | 3/21/21 | 3/22/21 | 3/23/21 | 3/24/21 | 3/25/21 | 3/26/21 | 3/27/21 | 3/28/21 | 3/29/21 | 3/30/21 | 3/31/21 | 4/1/21 | 4/2/21 | 4/3/21 | 4/4/21 | 4/5/21 | 4/6/21 | 4/7/21 | 4/8/21 | 4/9/21 | 4/10/21 | 4/11/21 | 4/12/21 | 4/13/21 | 4/14/21 | 4/15/21 | 4/16/21 | 4/17/21 | 4/18/21 | 4/19/21 | 4/20/21 | 4/21/21 | 4/22/21 | 4/23/21 | 4/24/21 | 4/25/21 | 4/26/21 | 4/27/21 | 4/28/21 | 4/29/21 | 4/30/21 | 5/1/21 | 5/2/21 | 5/3/21 | 5/4/21 | 5/5/21 | 5/6/21 | 5/7/21 | 5/8/21 | 5/9/21 | 5/10/21 | 5/11/21 | 5/12/21 | 5/13/21 | 5/14/21 | 5/15/21 | 5/16/21 | 5/17/21 | 5/18/21 | 5/19/21 | 5/20/21 | 5/21/21 | 5/22/21 | 5/23/21 | 5/24/21 | 5/25/21 | 5/26/21 | 5/27/21 | 5/28/21 | 5/29/21 | 5/30/21 | 5/31/21 | 6/1/21 | 6/2/21 | 6/3/21 | 6/4/21 | 6/5/21 | 6/6/21 | 6/7/21 | 6/8/21 | 6/9/21 | 6/10/21 | 6/11/21 | 6/12/21 | 6/13/21 | 6/14/21 | 6/15/21 | 6/16/21 | 6/17/21 | 6/18/21 | 6/19/21 | 6/20/21 | 6/21/21 | 6/22/21 | 6/23/21 | 6/24/21 | 6/25/21 | 6/26/21 | 6/27/21 | 6/28/21 | 6/29/21 | 6/30/21 | 7/1/21 | 7/2/21 | 7/3/21 | 7/4/21 | 7/5/21 | 7/6/21 | 7/7/21 | 7/8/21 | 7/9/21 | 7/10/21 | 7/11/21 | 7/12/21 | 7/13/21 | 7/14/21 | 7/15/21 | 7/16/21 | 7/17/21 | 7/18/21 | 7/19/21 | 7/20/21 | 7/21/21 | 7/22/21 | 7/23/21 | 7/24/21 | 7/25/21 | 7/26/21 | 7/27/21 | 7/28/21 | 7/29/21 | 7/30/21 | 7/31/21 | 8/1/21 | 8/2/21 | 8/3/21 | 8/4/21 | 8/5/21 | 8/6/21 | 8/7/21 | 8/8/21 | 8/9/21 | 8/10/21 | 8/11/21 | 8/12/21 | 8/13/21 | 8/14/21 | 8/15/21 | 8/16/21 | 8/17/21 | 8/18/21 | 8/19/21 | 8/20/21 | 8/21/21 | 8/22/21 | 8/23/21 | 8/24/21 | 8/25/21 | 8/26/21 | 8/27/21 | 8/28/21 | 8/29/21 | 8/30/21 | 8/31/21 | 9/1/21 | 9/2/21 | 9/3/21 | 9/4/21 | 9/5/21 | 9/6/21 | 9/7/21 | 9/8/21 | 9/9/21 | 9/10/21 | 9/11/21 | 9/12/21 | 9/13/21 | 9/14/21 | 9/15/21 | 9/16/21 | 9/17/21 | 9/18/21 | 9/19/21 | 9/20/21 | 9/21/21 | 9/22/21 | 9/23/21 | 9/24/21 | 9/25/21 | 9/26/21 | 9/27/21 | 9/28/21 | 9/29/21 | 9/30/21 | 10/1/21 | 10/2/21 | 10/3/21 | 10/4/21 | 10/5/21 | 10/6/21 | 10/7/21 | 10/8/21 | 10/9/21 | 10/10/21 | 10/11/21 | 10/12/21 | 10/13/21 | 10/14/21 | 10/15/21 | 10/16/21 | 10/17/21 | 10/18/21 | 10/19/21 | 10/20/21 | 10/21/21 | 10/22/21 | 10/23/21 | 10/24/21 | 10/25/21 | 10/26/21 | 10/27/21 | 10/28/21 | 10/29/21 | 10/30/21 | 10/31/21 | 11/1/21 | 11/2/21 | 11/3/21 | 11/4/21 | 11/5/21 | 11/6/21 | 11/7/21 | 11/8/21 | 11/9/21 | 11/10/21 | 11/11/21 | 11/12/21 | 11/13/21 | 11/14/21 | 11/15/21 | 11/16/21 | 11/17/21 | 11/18/21 | 11/19/21 | 11/20/21 | 11/21/21 | 11/22/21 | 11/23/21 | 11/24/21 | 11/25/21 | 11/26/21 | 11/27/21 | 11/28/21 | 11/29/21 | 11/30/21 | 12/1/21 | 12/2/21 | 12/3/21 | 12/4/21 | 12/5/21 | 12/6/21 | 12/7/21 | 12/8/21 | 12/9/21 | 12/10/21 | 12/11/21 | 12/12/21 | 12/13/21 | 12/14/21 | 12/15/21 | 12/16/21 | 12/17/21 | 12/18/21 | 12/19/21 | 12/20/21 | 12/21/21 | 12/22/21 | 12/23/21 | 12/24/21 | 12/25/21 | 12/26/21 | 12/27/21 | 12/28/21 | 12/29/21 | 12/30/21 | 12/31/21 | 1/1/22 | 1/2/22 | 1/3/22 | 1/4/22 | 1/5/22 | 1/6/22 | 1/7/22 | 1/8/22 | 1/9/22 | 1/10/22 | 1/11/22 | 1/12/22 | 1/13/22 | 1/14/22 | 1/15/22 | 1/16/22 | 1/17/22 | 1/18/22 | 1/19/22 | 1/20/22 | 1/21/22 | 1/22/22 | 1/23/22 | 1/24/22 | 1/25/22 | 1/26/22 | 1/27/22 | 1/28/22 | 1/29/22 | 1/30/22 | 1/31/22 | 2/1/22 | 2/2/22 | 2/3/22 | 2/4/22 | 2/5/22 | 2/6/22 | 2/7/22 | 2/8/22 | 2/9/22 | 2/10/22 | 2/11/22 | 2/12/22 | 2/13/22 | 2/14/22 | 2/15/22 | 2/16/22 | 2/17/22 | 2/18/22 | 2/19/22 | 2/20/22 | 2/21/22 | 2/22/22 | 2/23/22 | 2/24/22 | 2/25/22 | 2/26/22 | 2/27/22 | 2/28/22 | 3/1/22 | 3/2/22 | 3/3/22 | 3/4/22 | 3/5/22 | 3/6/22 | 3/7/22 | 3/8/22 | 3/9/22 | 3/10/22 | 3/11/22 | 3/12/22 | 3/13/22 | 3/14/22 | 3/15/22 | 3/16/22 | 3/17/22 | 3/18/22 | 3/19/22 | 3/20/22 | 3/21/22 | 3/22/22 | 3/23/22 | 3/24/22 | 3/25/22 | 3/26/22 | 3/27/22 | 3/28/22 | 3/29/22 | 3/30/22 | 3/31/22 | 4/1/22 | 4/2/22 | 4/3/22 | 4/4/22 | 4/5/22 | 4/6/22 | 4/7/22 | 4/8/22 | 4/9/22 | 4/10/22 | 4/11/22 | 4/12/22 | 4/13/22 | 4/14/22 | 4/15/22 | 4/16/22 | 4/17/22 | 4/18/22 | 4/19/22 | 4/20/22 | 4/21/22 | 4/22/22 | 4/23/22 | 4/24/22 | 4/25/22 | 4/26/22 | 4/27/22 | 4/28/22 | 4/29/22 | 4/30/22 | 5/1/22 | 5/2/22 | 5/3/22 | 5/4/22 | 5/5/22 | 5/6/22 | 5/7/22 | 5/8/22 | 5/9/22 | 5/10/22 | 5/11/22 | 5/12/22 | 5/13/22 | 5/14/22 | 5/15/22 | 5/16/22 | 5/17/22 | 5/18/22 | 5/19/22 | 5/20/22 | 5/21/22 | 5/22/22 | 5/23/22 | 5/24/22 | 5/25/22 | 5/26/22 | 5/27/22 | 5/28/22 | 5/29/22 | 5/30/22 | 5/31/22 | 6/1/22 | 6/2/22 | 6/3/22 | 6/4/22 | 6/5/22 | 6/6/22 | 6/7/22 | 6/8/22 | 6/9/22 | 6/10/22 | 6/11/22 | 6/12/22 | 6/13/22 | 6/14/22 | 6/15/22 | 6/16/22 | 6/17/22 | 6/18/22 | 6/19/22 | 6/20/22 | 6/21/22 | 6/22/22 | 6/23/22 | 6/24/22 | 6/25/22 | 6/26/22 | 6/27/22 | 6/28/22 | 6/29/22 | 6/30/22 | 7/1/22 | 7/2/22 | 7/3/22 | 7/4/22 | 7/5/22 | 7/6/22 | 7/7/22 | 7/8/22 | 7/9/22 | 7/10/22 | 7/11/22 | 7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
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| 206 | NaN | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 6 | 6 | 7 | 7 | 10 | 10 | 10 | 11 | 12 | 13 | 17 | 19 | 21 | 22 | 22 | 28 | 31 | 32 | 35 | 40 | 40 | 44 | 51 | 58 | 68 | 85 | 87 | 93 | 98 | 103 | 107 | 117 | 128 | 143 | 150 | 158 | 164 | 167 | 171 | 176 | 182 | 191 | 192 | 200 | 211 | 221 | 221 | 226 | 233 | 249 | 254 | 259 | 261 | 273 | 287 | 299 | 314 | 315 | 323 | 333 | 342 | 354 | 361 | 365 | 382 | 387 | 399 | 407 | 420 | 424 | 455 | 469 | 475 | 487 | 506 | 518 | 525 | 533 | 542 | 549 | 554 | 558 | 565 | 573 | 590 | 603 | 616 | 628 | 634 | 645 | 654 | 669 | 684 | 689 | 709 | 724 | 740 | 744 | 754 | 760 | 769 | 772 | 778 | 789 | 801 | 805 | 813 | 833 | 845 | 856 | 858 | 860 | 868 | 873 | 878 | 879 | 883 | 888 | 896 | 910 | 927 | 930 | 936 | 942 | 945 | 950 | 956 | 956 | 966 | 973 | 974 | 975 | 977 | 981 | 985 | 992 | 996 | 997 | 1002 | 1004 | 1007 | 1010 | 1011 | 1011 | 1011 | 1013 | 1013 | 1023 | 1027 | 1048 | 1051 | 1054 | 1057 | 1061 | 1067 | 1070 | 1075 | 1076 | 1078 | 1082 | 1083 | 1088 | 1091 | 1093 | 1094 | 1095 | 1098 | 1100 | 1100 | 1102 | 1102 | 1103 | 1106 | 1108 | 1111 | 1111 | 1112 | 1112 | 1112 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1115 | 1115 | 1115 | 1116 | 1116 | 1116 | 1119 | 1123 | 1125 | 1125 | 1125 | 1125 | 1127 | 1129 | 1129 | 1130 | 1132 | 1135 | 1139 | 1141 | 1144 | 1144 | 1146 | 1147 | 1151 | 1155 | 1155 | 1155 | 1155 | 1154 | 1158 | 1160 | 1162 | 1162 | 1163 | 1163 | 1163 | 1163 | 1163 | 1163 | 1165 | 1165 | 1166 | 1167 | 1168 | 1169 | 1169 | 1169 | 1171 | 1171 | 1173 | 1173 | 1176 | 1177 | 1179 | 1179 | 1180 | 1180 | 1181 | 1182 | 1184 | 1190 | 1190 | 1194 | 1197 | 1197 | 1200 | 1200 | 1201 | 1212 | 1218 | 1221 | 1227 | 1231 | 1236 | 1242 | 1246 | 1247 | 1254 | 1264 | 1267 | 1278 | 1289 | 1294 | 1302 | 1311 | 1318 | 1319 | 1324 | 1330 | 1342 | 1350 | 1358 | 1361 | 1373 | 1382 | 1405 | 1413 | 1420 | 1435 | 1449 | 1464 | 1478 | 1485 | 1490 | 1502 | 1504 | 1507 | 1522 | 1543 | 1547 | 1577 | 1578 | 1586 | 1607 | 1613 | 1618 | 1632 | 1641 | 1647 | 1667 | 1673 | 1694 | 1702 | 1710 | 1734 | 1747 | 1752 | 1761 | 1777 | 1787 | 1803 | 1813 | 1831 | 1839 | 1862 | 1874 | 1885 | 1891 | 1902 | 1905 | 1907 | 1915 | 1923 | 1939 | 1951 | 1954 | 1964 | 1969 | 1982 | 1988 | 1993 | 2001 | 2009 | 2013 | 2013 | 2016 | 2018 | 2027 | 2027 | 2027 | 2030 | 2030 | 2030 | 2031 | 2031 | 2036 | 2039 | 2041 | 2048 | 2049 | 2056 | 2057 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2059 | 2060 | 2060 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2062 | 2062 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2066 | 2066 | 2066 | 2066 | 2066 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2071 | 2071 | 2071 | 2071 | 2071 | 2071 | 2099 | 2099 | 2099 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2118 | 2118 | 2118 | 2118 | 2119 | 2119 | 2119 | 2119 | 2120 | 2120 | 2121 | 2121 | 2121 | 2121 | 2122 | 2122 | 2122 | 2122 | 2122 | 2122 | 2124 | 2124 | 2125 | 2125 | 2126 | 2126 | 2126 | 2127 | 2128 | 2128 | 2128 | 2130 | 2130 | 2132 | 2132 | 2134 | 2134 | 2139 | 2141 | 2149 | 2149 | 2149 | 2160 | 2163 | 2167 | 2178 | 2181 | 2185 | 2187 | 2192 | 2194 | 2195 | 2200 | 2211 | 2219 | 2219 | 2223 | 2229 | 2229 | 2244 | 2247 | 2247 | 2268 | 2276 | 2281 | 2288 | 2298 | 2308 | 2361 | 2454 | 2455 | 2469 | 2480 | 2488 | 2495 | 2522 | 2552 | 2556 | 2573 | 2578 | 2585 | 2588 | 2590 | 2598 | 2619 | 2637 | 2640 | 2640 | 2649 | 2654 | 2655 | 2661 | 2664 | 2666 | 2668 | 2671 | 2673 | 2677 | 2690 | 2695 | 2701 | 2721 | 2724 | 2724 | 2724 | 2724 | 2731 | 2731 | 2742 | 2743 | 2745 | 2747 | 2756 | 2756 | 2761 | 2761 | 2769 | 2804 | 2837 | 2838 | 2838 | 2840 | 2850 | 2855 | 2856 | 2882 | 2884 | 2884 | 2886 | 2892 | 2895 | 2895 | 2896 | 2898 | 2899 | 2900 | 2902 | 2902 | 2905 | 2906 | 2906 | 2914 | 2922 | 2933 | 2949 | 2960 | 2968 | 2968 | 2968 | 2973 | 2973 | 2973 | 2973 | 2974 | 2974 | 2974 | 2974 | 2975 | 2975 | 2975 | 2975 | 2976 | 2977 | 2978 | 2978 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2981 | 2981 | 2981 | 2981 | 2983 | 2983 | 2983 | 2984 | 2984 | 2984 | 2985 | 2985 | 2991 | 2991 | 2993 | 3014 | 3022 | 3024 | 3027 | 3030 | 3030 | 3030 | 3033 | 3033 | 3045 | 3053 | 3058 | 3066 | 3070 | 3071 | 3077 | 3085 | 3086 | 3092 | 3092 | 3092 | 3095 | 3103 | 3110 | 3116 | 3117 | 3117 | 3124 | 3124 | 3124 | 3126 | 3133 | 3134 | 3134 | 3134 | 3135 | 3135 | 3136 | 3136 | 3136 | 3136 | 3136 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3141 | 3141 | 3141 | 3141 | 3141 | 3141 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3148 | 3148 | 3148 | 3148 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3146 | 3146 | 3146 | 3146 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3154 | 3154 | 3154 | 3154 | 3154 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 |
| 191 | NaN | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 8 | 8 | 9 | 20 | 25 | 25 | 33 | 35 | 44 | 44 | 51 | 58 | 70 | 85 | 91 | 99 | 128 | 152 | 159 | 166 | 170 | 188 | 188 | 197 | 197 | 208 | 222 | 239 | 255 | 255 | 307 | 319 | 351 | 351 | 400 | 417 | 481 | 534 | 601 | 679 | 745 | 778 | 902 | 959 | 1070 | 1180 | 1320 | 1472 | 1594 | 1644 | 1734 | 1840 | 1907 | 2007 | 2174 | 2263 | 2311 | 2385 | 2501 | 2592 | 2697 | 2856 | 3007 | 3122 | 3240 | 3329 | 3535 | 3696 | 3826 | 3959 | 4040 | 4206 | 4351 | 4494 | 4891 | 5101 | 5220 | 5349 | 5623 | 5967 | 6307 | 6581 | 6718 | 6879 | 7109 | 7338 | 7613 | 7822 | 8253 | 8625 | 9007 | 9402 | 9746 | 10152 | 10801 | 11069 | 11462 | 11665 | 11828 | 12108 | 12373 | 12546 | 12795 | 13103 | 13447 | 13671 | 13792 | 13999 | 14292 | 14633 | 14938 | 15105 | 15333 | 15677 | 15815 | 16061 | 16559 | 16948 | 17374 | 18203 | 18764 | 19004 | 19270 | 19565 | 20087 | 20308 | 20663 | 31851 | 32165 | 32430 | 32637 | 33044 | 33186 | 33346 | 33609 | 33943 | 34309 | 35998 | 36290 | 36497 | 36834 | 37051 | 37304 | 37569 | 37885 | 38767 | 38945 | 39257 | 39964 | 40281 | 40726 | 41017 | 41314 | 41513 | 41638 | 42010 | 42439 | 42627 | 42816 | 42922 | 43013 | 43231 | 43334 | 43610 | 43810 | 43998 | 44088 | 44152 | 44337 | 44430 | 47872 | 48092 | 48305 | 48431 | 48569 | 48674 | 48836 | 48985 | 49098 | 49606 | 49722 | 49794 | 49895 | 49937 | 50358 | 50452 | 50593 | 50718 | 50768 | 50951 | 51308 | 51403 | 51551 | 51614 | 51711 | 51735 | 51943 | 52006 | 52143 | 52194 | 52304 | 56557 | 56611 | 56697 | 56797 | 56880 | 56985 | 57190 | 57285 | 57465 | 57571 | 57916 | 58095 | 58249 | 58430 | 58675 | 58790 | 59328 | 59634 | 59675 | 59748 | 59844 | 59884 | 59910 | 60069 | 60333 | 60737 | 60790 | 60936 | 61029 | 61073 | 61162 | 61337 | 61457 | 61573 | 61782 | 61884 | 62076 | 62241 | 62311 | 62493 | 62585 | 62686 | 62819 | 63055 | 63282 | 63430 | 63839 | 64291 | 64467 | 64650 | 64774 | 64947 | 65110 | 65242 | 65474 | 65722 | 65850 | 66090 | 66314 | 66494 | 66775 | 67110 | 67484 | 67784 | 68303 | 68493 | 68879 | 69274 | 69651 | 70248 | 70495 | 71034 | 71357 | 71937 | 73322 | 73713 | 74373 | 74789 | 75044 | 75699 | 76396 | 77299 | 77982 | 78552 | 79417 | 80030 | 80491 | 81574 | 82555 | 83830 | 84535 | 85367 | 89317 | 89939 | 91200 | 92336 | 93646 | 94130 | 95901 | 97228 | 98359 | 99276 | 100365 | 100853 | 102780 | 103712 | 104989 | 106275 | 107551 | 108657 | 110449 | 111639 | 112557 | 113525 | 114635 | 115755 | 116947 | 118012 | 118866 | 120399 | 120838 | 123009 | 124483 | 125722 | 126417 | 127524 | 128005 | 128619 | 129300 | 129943 | 130818 | 131699 | 132544 | 133256 | 133768 | 133904 | 134551 | 135812 | 136335 | 137025 | 137645 | 137890 | 138502 | 139056 | 139983 | 142404 | 144059 | 144714 | 145399 | 145752 | 146072 | 146395 | 146890 | 147581 | 147775 | 147899 | 148125 | 148530 | 148726 | 149882 | 149986 | 150205 | 150308 | 150466 | 151532 | 151648 | 151708 | 151835 | 151853 | 151998 | 152045 | 153630 | 153788 | 154005 | 154073 | 154098 | 154107 | 154177 | 154225 | 154270 | 154285 | 154304 | 154325 | 154332 | 154384 | 154406 | 154441 | 154578 | 154643 | 154687 | 154926 | 154963 | 155012 | 155021 | 155041 | 155101 | 155101 | 155109 | 155371 | 155371 | 155403 | 155424 | 155454 | 156250 | 156297 | 156318 | 156358 | 156374 | 156387 | 156399 | 156412 | 156413 | 156415 | 156415 | 156456 | 156459 | 156462 | 156468 | 156476 | 156492 | 156528 | 156529 | 156535 | 156546 | 156557 | 156558 | 158781 | 159935 | 159946 | 162521 | 162584 | 162994 | 163096 | 163190 | 163259 | 163331 | 163331 | 163430 | 163436 | 163463 | 163469 | 163483 | 163528 | 163535 | 163540 | 163550 | 163557 | 163797 | 163913 | 163917 | 163933 | 163937 | 163946 | 163949 | 163984 | 163985 | 164244 | 164273 | 164369 | 164378 | 164382 | 164400 | 164405 | 164408 | 164415 | 164423 | 164431 | 164439 | 164476 | 164623 | 164652 | 164662 | 164666 | 164672 | 164699 | 164720 | 164733 | 164733 | 164772 | 164772 | 164788 | 164789 | 164798 | 164837 | 164886 | 164930 | 164978 | 164994 | 165005 | 165037 | 165122 | 165208 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 206 | NaN | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 8 | 8 | 12 | 22 | 30 | 40 | 44 | 51 | 65 | 70 | 89 | 111 | 131 | 135 | 174 | 184 | 210 | 214 | 232 | 238 | 254 | 276 | 288 | 305 | 318 | 323 | 343 | 373 | 407 | 442 | 493 | 542 | 627 | 665 | 665 | 873 | 981 | 1095 | 1182 | 1273 | 1337 | 1532 | 1728 | 1932 | 2170 | 2388 | 2558 | 2802 | 2950 | 3145 | 3526 | 3912 | 4151 | 4399 | 4641 | 4787 | 4971 | 5162 | 5450 | 5621 | 5959 | 6175 | 6401 | 6677 | 7016 | 7261 | 7526 | 7839 | 8068 | 8344 | 8733 | 8915 | 9302 | 9855 | 10162 | 10578 | 10819 | 11166 | 11516 | 11844 | 12233 | 12486 | 12801 | 13464 | 13873 | 14554 | 15181 | 15682 | 16085 | 16658 | 17148 | 17735 | 18480 | 19147 | 19808 | 20244 | 20919 | 21371 | 22020 | 22614 | 23298 | 24077 | 24567 | 25133 | 25694 | 26484 | 27110 | 27564 | 28167 | 28711 | 29286 | 29789 | 30249 | 30748 | 31323 | 31987 | 32558 | 33153 | 33616 | 34259 | 34854 | 35454 | 36107 | 36663 | 37225 | 37801 | 38344 | 38948 | 39539 | 39977 | 40532 | 41180 | 41804 | 42208 | 42689 | 43151 | 43537 | 43841 | 44129 | 44433 | 44890 | 45244 | 45687 | 46140 | 46577 | 46867 | 47290 | 47743 | 48116 | 48445 | 48770 | 49068 | 49485 | 49895 | 50488 | 50964 | 51304 | 51905 | 52227 | 52548 | 52800 | 53021 | 53317 | 53477 | 53727 | 53865 | 54008 | 54247 | 54463 | 54588 | 54743 | 54905 | 55005 | 55160 | 55456 | 55632 | 55829 | 56017 | 56177 | 56256 | 56388 | 56478 | 56604 | 56735 | 56956 | 57145 | 57242 | 57437 | 57613 | 57724 | 57849 | 58062 | 58198 | 58324 | 58460 | 58647 | 58848 | 59001 | 59127 | 59287 | 59345 | 59465 | 59583 | 59738 | 59841 | 59992 | 60103 | 60266 | 60430 | 60655 | 60834 | 60982 | 61194 | 61307 | 61440 | 61558 | 61630 | 61667 | 61805 | 61882 | 61930 | 61992 | 62111 | 62224 | 62371 | 62521 | 62691 | 62853 | 62964 | 63036 | 63173 | 63328 | 63508 | 63731 | 63790 | 64090 | 64184 | 64336 | 64516 | 64728 | 64884 | 64996 | 65148 | 65305 | 65457 | 65693 | 65839 | 65982 | 66228 | 66383 | 66439 | 66607 | 66805 | 66974 | 67220 | 67330 | 67412 | 67557 | 67838 | 67960 | 68303 | 68627 | 68937 | 69255 | 69645 | 70195 | 70669 | 71344 | 72140 | 72757 | 73175 | 73374 | 74132 | 75062 | 76207 | 77013 | 77933 | 78434 | 78790 | 79789 | 80922 | 81963 | 82747 | 83576 | 84414 | 84811 | 85560 | 86576 | 87607 | 88587 | 89163 | 90080 | 91351 | 92705 | 94369 | 95934 | 97478 | 99063 | 100087 | 101331 | 102601 | 103999 | 105478 | 107345 | 108943 | 110387 | 112004 | 113305 | 114691 | 116655 | 118138 | 120602 | 121566 | 122996 | 124299 | 126160 | 127024 | 128674 | 130557 | 131242 | 131918 | 133552 | 134690 | 136030 | 137654 | 139242 | 139748 | 140391 | 141447 | 142578 | 143516 | 144521 | 145664 | 146184 | 146928 | 148296 | 149369 | 150246 | 150908 | 151553 | 152074 | 152616 | 153187 | 153842 | 154476 | 155076 | 155417 | 155657 | 156017 | 156496 | 156960 | 157671 | 158042 | 158237 | 158506 | 158906 | 159252 | 159646 | 159933 | 160332 | 160537 | 160657 | 160895 | 161074 | 161261 | 161409 | 161539 | 161651 | 161737 | 161868 | 162076 | 162178 | 162275 | 162388 | 162489 | 162593 | 162641 | 162762 | 162891 | 162997 | 163063 | 163113 | 163195 | 163330 | 163388 | 163498 | 163581 | 163652 | 163736 | 163799 | 163837 | 163911 | 164000 | 164080 | 164147 | 164207 | 164233 | 164303 | 164423 | 164488 | 164588 | 164633 | 164684 | 164719 | 164756 | 164912 | 164993 | 165055 | 165110 | 165110 | 165153 | 165199 | 165215 | 165273 | 165301 | 165340 | 165370 | 165419 | 165468 | 165515 | 165559 | 165612 | 165661 | 165702 | 165709 | 165778 | 165778 | 165852 | 165901 | 165944 | 165979 | 166019 | 166061 | 166098 | 166146 | 166191 | 166254 | 166285 | 166315 | 166518 | 166534 | 166560 | 166682 | 166730 | 166756 | 166767 | 166816 | 166918 | 166982 | 166982 | 167051 | 167059 | 167066 | 167078 | 167095 | 167103 | 167142 | 167155 | 167206 | 167206 | 167292 | 167331 | 167375 | 167401 | 167430 | 167465 | 167467 | 167532 | 167543 | 167618 | 167692 | 167732 | 167803 | 167859 | 167909 | 168000 | 168110 | 168256 | 168442 | 168540 | 168552 | 168713 | 168867 | 168915 | 169074 | 169206 | 169329 | 169532 | 169678 | 169884 | 169884 | 170306 | 170306 | 170895 | 171111 | 171324 | 171728 | 172263 | 172821 | 173411 | 173908 | 174315 | 174759 | 175264 | 176011 | 176577 | 177142 | 177615 | 178086 | 178508 | 179118 | 179908 | 180661 | 181297 | 181962 | 182503 | 183087 | 183444 | 183444 | 185267 | 185571 | 185571 | 187023 | 187588 | 188243 | 188880 | 189715 | 190333 | 190983 | 191345 | 191805 | 192431 | 193013 | 193644 | 194088 | 195052 | 195511 | 195890 | 196487 | 197046 | 197773 | 198239 | 198786 | 199151 | 199538 | 200057 | 200356 | 200356 | 201294 | 201630 | 201798 | 202191 | 202704 | 203081 | 203514 | 203991 | 204201 | 204456 | 204752 | 205047 | 205484 | 205779 | 205940 | 206064 | 206138 | 206279 | 206561 | 206561 | 207167 | 207479 | 207618 | 207694 | 207978 | 207979 | 208404 | 208404 | 208797 | 209173 | 209298 | 209387 | 209546 | 209713 | 209960 | 210136 | 210295 | 210460 | 211171 | 211330 | 211496 | 211678 | 211798 | 211887 | 211961 | 212051 | 212150 | 212359 | 212446 | 212511 | 212627 | 212713 | 212765 | 212829 | 212894 | 212947 | 213076 | 213127 | 213147 | 213177 | 213177 | 213403 | 213464 | 213487 | 213532 | 213589 | 213589 | 213677 | 213677 | 213883 | 213883 | 213924 | 213982 | 214113 | 214218 | 214270 | 214270 | 214513 | 214567 | 214622 | 214789 | 214896 | 215164 | 215164 | 216451 | 217063 | 217481 | 217481 | 218596 | 220020 | 221071 | 222655 | 222655 | 223483 | 225255 | 225255 | 231413 | 233353 | 234709 | 236014 | 237561 | 238420 | 239019 | 240387 | 241513 | 241513 | 242877 | 242877 | 244120 | 244548 | 245404 | 246195 | 247009 | 247775 | 248312 | 248732 | 249154 | 249586 | 250009 | 250009 | 250628 | 250929 | 251178 | 251341 | 251571 | 251571 | 251930 | 251959 | 252187 | 252428 | 252678 | 252753 | 252753 | 252912 | 253001 | 253023 | 253181 | 253340 | 253405 | 253405 | 253540 | 253685 | 253727 | 253780 | 253838 | 253875 | 253875 | 253923 | 253978 | 254016 | 254016 | 254124 | 254137 | 254137 | 254221 | 254243 | 254243 | 254293 | 254352 | 254352 | 254428 | 254428 | 254501 | 254525 | 254560 | 254570 | 254598 | 254606 | 254637 | 254637 | 254640 | 254659 | 254777 | 254777 | 254861 | 254894 | 254953 | 254953 | 254989 | 255001 | 255001 | 255092 | 255103 | 255103 | 255103 | 255103 | 255190 | 255244 | 255244 | 255244 | 255296 | 255296 | 255341 | 255341 | 255415 | 255415 | 255468 | 255468 | 255468 | 255468 | 255516 | 255516 | 255575 | 255575 | 255606 | 255606 | 255633 | 255663 | 255633 | 255646 | 255646 | 255648 | 255648 | 255648 | 255670 | 255670 | 255679 | 255685 | 255685 | 255685 | 255685 | 255685 | 255685 | 255716 | 255716 | 255716 | 255753 | 255753 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255802 | 255802 | 255836 | 255836 | 255859 | 255859 | 255859 | 255859 | 255889 | 255924 | 255924 | 255937 | 255937 | 255937 | 255972 | 255972 | 256004 | 256028 | 256028 | 256028 | 256028 | 256028 | 256028 | 256113 | 256113 | 256148 | 256148 | 256148 | 256227 | 256227 | 256264 | 256264 | 256352 | 256352 | 256352 | 256404 | 256404 | 256467 | 256467 | 256573 | 256573 | 256573 | 256711 | 256711 | 256711 | 256711 | 256958 | 256958 | 256958 | 256958 | 256958 | 257290 | 257290 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 258517 | 258517 | 258517 | 258874 | 258874 | 258934 | 258934 | 259007 | 259007 | 259007 | 259485 | 259485 | 259720 | 259720 | 260339 | 260339 | 260339 | 260764 | 260764 | 260977 | 260977 | 260977 | 260977 | 260977 | 261473 | 261473 | 261473 | 261473 | 261473 | 261885 | 261885 | 261885 | 261885 | 262402 | 262402 | 262520 | 262520 | 262520 | 262664 | 262664 | 262748 | 262748 | 262912 | 262912 | 262912 | 263090 | 263090 | 263322 | 263322 | 263407 | 263407 | 263407 | 263526 | 263526 | 263694 | 263694 | 263867 | 263867 | 263867 | 264014 | 264014 | 264299 | 264299 | 264299 | 264450 | 264450 | 264617 | 264617 | 264744 | 264744 | 264933 | 264933 | 264933 | 265008 | 265008 | 265090 | 265090 | 265186 | 265186 | 265186 | 265316 | 265316 | 265382 | 265382 | 265431 | 265431 | 265431 | 265505 | 265505 | 265741 | 265741 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265937 |
#Renaming index
nigeria_timeseries=nigeria_timeseries.set_index([pd.Index(['deaths', 'recovered', 'confirmed'])])
nigeria_timeseries
| Province/State | Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 8/10/20 | 8/11/20 | 8/12/20 | 8/13/20 | 8/14/20 | 8/15/20 | 8/16/20 | 8/17/20 | 8/18/20 | 8/19/20 | 8/20/20 | 8/21/20 | 8/22/20 | 8/23/20 | 8/24/20 | 8/25/20 | 8/26/20 | 8/27/20 | 8/28/20 | 8/29/20 | 8/30/20 | 8/31/20 | 9/1/20 | 9/2/20 | 9/3/20 | 9/4/20 | 9/5/20 | 9/6/20 | 9/7/20 | 9/8/20 | 9/9/20 | 9/10/20 | 9/11/20 | 9/12/20 | 9/13/20 | 9/14/20 | 9/15/20 | 9/16/20 | 9/17/20 | 9/18/20 | 9/19/20 | 9/20/20 | 9/21/20 | 9/22/20 | 9/23/20 | 9/24/20 | 9/25/20 | 9/26/20 | 9/27/20 | 9/28/20 | 9/29/20 | 9/30/20 | 10/1/20 | 10/2/20 | 10/3/20 | 10/4/20 | 10/5/20 | 10/6/20 | 10/7/20 | 10/8/20 | 10/9/20 | 10/10/20 | 10/11/20 | 10/12/20 | 10/13/20 | 10/14/20 | 10/15/20 | 10/16/20 | 10/17/20 | 10/18/20 | 10/19/20 | 10/20/20 | 10/21/20 | 10/22/20 | 10/23/20 | 10/24/20 | 10/25/20 | 10/26/20 | 10/27/20 | 10/28/20 | 10/29/20 | 10/30/20 | 10/31/20 | 11/1/20 | 11/2/20 | 11/3/20 | 11/4/20 | 11/5/20 | 11/6/20 | 11/7/20 | 11/8/20 | 11/9/20 | 11/10/20 | 11/11/20 | 11/12/20 | 11/13/20 | 11/14/20 | 11/15/20 | 11/16/20 | 11/17/20 | 11/18/20 | 11/19/20 | 11/20/20 | 11/21/20 | 11/22/20 | 11/23/20 | 11/24/20 | 11/25/20 | 11/26/20 | 11/27/20 | 11/28/20 | 11/29/20 | 11/30/20 | 12/1/20 | 12/2/20 | 12/3/20 | 12/4/20 | 12/5/20 | 12/6/20 | 12/7/20 | 12/8/20 | 12/9/20 | 12/10/20 | 12/11/20 | 12/12/20 | 12/13/20 | 12/14/20 | 12/15/20 | 12/16/20 | 12/17/20 | 12/18/20 | 12/19/20 | 12/20/20 | 12/21/20 | 12/22/20 | 12/23/20 | 12/24/20 | 12/25/20 | 12/26/20 | 12/27/20 | 12/28/20 | 12/29/20 | 12/30/20 | 12/31/20 | 1/1/21 | 1/2/21 | 1/3/21 | 1/4/21 | 1/5/21 | 1/6/21 | 1/7/21 | 1/8/21 | 1/9/21 | 1/10/21 | 1/11/21 | 1/12/21 | 1/13/21 | 1/14/21 | 1/15/21 | 1/16/21 | 1/17/21 | 1/18/21 | 1/19/21 | 1/20/21 | 1/21/21 | 1/22/21 | 1/23/21 | 1/24/21 | 1/25/21 | 1/26/21 | 1/27/21 | 1/28/21 | 1/29/21 | 1/30/21 | 1/31/21 | 2/1/21 | 2/2/21 | 2/3/21 | 2/4/21 | 2/5/21 | 2/6/21 | 2/7/21 | 2/8/21 | 2/9/21 | 2/10/21 | 2/11/21 | 2/12/21 | 2/13/21 | 2/14/21 | 2/15/21 | 2/16/21 | 2/17/21 | 2/18/21 | 2/19/21 | 2/20/21 | 2/21/21 | 2/22/21 | 2/23/21 | 2/24/21 | 2/25/21 | 2/26/21 | 2/27/21 | 2/28/21 | 3/1/21 | 3/2/21 | 3/3/21 | 3/4/21 | 3/5/21 | 3/6/21 | 3/7/21 | 3/8/21 | 3/9/21 | 3/10/21 | 3/11/21 | 3/12/21 | 3/13/21 | 3/14/21 | 3/15/21 | 3/16/21 | 3/17/21 | 3/18/21 | 3/19/21 | 3/20/21 | 3/21/21 | 3/22/21 | 3/23/21 | 3/24/21 | 3/25/21 | 3/26/21 | 3/27/21 | 3/28/21 | 3/29/21 | 3/30/21 | 3/31/21 | 4/1/21 | 4/2/21 | 4/3/21 | 4/4/21 | 4/5/21 | 4/6/21 | 4/7/21 | 4/8/21 | 4/9/21 | 4/10/21 | 4/11/21 | 4/12/21 | 4/13/21 | 4/14/21 | 4/15/21 | 4/16/21 | 4/17/21 | 4/18/21 | 4/19/21 | 4/20/21 | 4/21/21 | 4/22/21 | 4/23/21 | 4/24/21 | 4/25/21 | 4/26/21 | 4/27/21 | 4/28/21 | 4/29/21 | 4/30/21 | 5/1/21 | 5/2/21 | 5/3/21 | 5/4/21 | 5/5/21 | 5/6/21 | 5/7/21 | 5/8/21 | 5/9/21 | 5/10/21 | 5/11/21 | 5/12/21 | 5/13/21 | 5/14/21 | 5/15/21 | 5/16/21 | 5/17/21 | 5/18/21 | 5/19/21 | 5/20/21 | 5/21/21 | 5/22/21 | 5/23/21 | 5/24/21 | 5/25/21 | 5/26/21 | 5/27/21 | 5/28/21 | 5/29/21 | 5/30/21 | 5/31/21 | 6/1/21 | 6/2/21 | 6/3/21 | 6/4/21 | 6/5/21 | 6/6/21 | 6/7/21 | 6/8/21 | 6/9/21 | 6/10/21 | 6/11/21 | 6/12/21 | 6/13/21 | 6/14/21 | 6/15/21 | 6/16/21 | 6/17/21 | 6/18/21 | 6/19/21 | 6/20/21 | 6/21/21 | 6/22/21 | 6/23/21 | 6/24/21 | 6/25/21 | 6/26/21 | 6/27/21 | 6/28/21 | 6/29/21 | 6/30/21 | 7/1/21 | 7/2/21 | 7/3/21 | 7/4/21 | 7/5/21 | 7/6/21 | 7/7/21 | 7/8/21 | 7/9/21 | 7/10/21 | 7/11/21 | 7/12/21 | 7/13/21 | 7/14/21 | 7/15/21 | 7/16/21 | 7/17/21 | 7/18/21 | 7/19/21 | 7/20/21 | 7/21/21 | 7/22/21 | 7/23/21 | 7/24/21 | 7/25/21 | 7/26/21 | 7/27/21 | 7/28/21 | 7/29/21 | 7/30/21 | 7/31/21 | 8/1/21 | 8/2/21 | 8/3/21 | 8/4/21 | 8/5/21 | 8/6/21 | 8/7/21 | 8/8/21 | 8/9/21 | 8/10/21 | 8/11/21 | 8/12/21 | 8/13/21 | 8/14/21 | 8/15/21 | 8/16/21 | 8/17/21 | 8/18/21 | 8/19/21 | 8/20/21 | 8/21/21 | 8/22/21 | 8/23/21 | 8/24/21 | 8/25/21 | 8/26/21 | 8/27/21 | 8/28/21 | 8/29/21 | 8/30/21 | 8/31/21 | 9/1/21 | 9/2/21 | 9/3/21 | 9/4/21 | 9/5/21 | 9/6/21 | 9/7/21 | 9/8/21 | 9/9/21 | 9/10/21 | 9/11/21 | 9/12/21 | 9/13/21 | 9/14/21 | 9/15/21 | 9/16/21 | 9/17/21 | 9/18/21 | 9/19/21 | 9/20/21 | 9/21/21 | 9/22/21 | 9/23/21 | 9/24/21 | 9/25/21 | 9/26/21 | 9/27/21 | 9/28/21 | 9/29/21 | 9/30/21 | 10/1/21 | 10/2/21 | 10/3/21 | 10/4/21 | 10/5/21 | 10/6/21 | 10/7/21 | 10/8/21 | 10/9/21 | 10/10/21 | 10/11/21 | 10/12/21 | 10/13/21 | 10/14/21 | 10/15/21 | 10/16/21 | 10/17/21 | 10/18/21 | 10/19/21 | 10/20/21 | 10/21/21 | 10/22/21 | 10/23/21 | 10/24/21 | 10/25/21 | 10/26/21 | 10/27/21 | 10/28/21 | 10/29/21 | 10/30/21 | 10/31/21 | 11/1/21 | 11/2/21 | 11/3/21 | 11/4/21 | 11/5/21 | 11/6/21 | 11/7/21 | 11/8/21 | 11/9/21 | 11/10/21 | 11/11/21 | 11/12/21 | 11/13/21 | 11/14/21 | 11/15/21 | 11/16/21 | 11/17/21 | 11/18/21 | 11/19/21 | 11/20/21 | 11/21/21 | 11/22/21 | 11/23/21 | 11/24/21 | 11/25/21 | 11/26/21 | 11/27/21 | 11/28/21 | 11/29/21 | 11/30/21 | 12/1/21 | 12/2/21 | 12/3/21 | 12/4/21 | 12/5/21 | 12/6/21 | 12/7/21 | 12/8/21 | 12/9/21 | 12/10/21 | 12/11/21 | 12/12/21 | 12/13/21 | 12/14/21 | 12/15/21 | 12/16/21 | 12/17/21 | 12/18/21 | 12/19/21 | 12/20/21 | 12/21/21 | 12/22/21 | 12/23/21 | 12/24/21 | 12/25/21 | 12/26/21 | 12/27/21 | 12/28/21 | 12/29/21 | 12/30/21 | 12/31/21 | 1/1/22 | 1/2/22 | 1/3/22 | 1/4/22 | 1/5/22 | 1/6/22 | 1/7/22 | 1/8/22 | 1/9/22 | 1/10/22 | 1/11/22 | 1/12/22 | 1/13/22 | 1/14/22 | 1/15/22 | 1/16/22 | 1/17/22 | 1/18/22 | 1/19/22 | 1/20/22 | 1/21/22 | 1/22/22 | 1/23/22 | 1/24/22 | 1/25/22 | 1/26/22 | 1/27/22 | 1/28/22 | 1/29/22 | 1/30/22 | 1/31/22 | 2/1/22 | 2/2/22 | 2/3/22 | 2/4/22 | 2/5/22 | 2/6/22 | 2/7/22 | 2/8/22 | 2/9/22 | 2/10/22 | 2/11/22 | 2/12/22 | 2/13/22 | 2/14/22 | 2/15/22 | 2/16/22 | 2/17/22 | 2/18/22 | 2/19/22 | 2/20/22 | 2/21/22 | 2/22/22 | 2/23/22 | 2/24/22 | 2/25/22 | 2/26/22 | 2/27/22 | 2/28/22 | 3/1/22 | 3/2/22 | 3/3/22 | 3/4/22 | 3/5/22 | 3/6/22 | 3/7/22 | 3/8/22 | 3/9/22 | 3/10/22 | 3/11/22 | 3/12/22 | 3/13/22 | 3/14/22 | 3/15/22 | 3/16/22 | 3/17/22 | 3/18/22 | 3/19/22 | 3/20/22 | 3/21/22 | 3/22/22 | 3/23/22 | 3/24/22 | 3/25/22 | 3/26/22 | 3/27/22 | 3/28/22 | 3/29/22 | 3/30/22 | 3/31/22 | 4/1/22 | 4/2/22 | 4/3/22 | 4/4/22 | 4/5/22 | 4/6/22 | 4/7/22 | 4/8/22 | 4/9/22 | 4/10/22 | 4/11/22 | 4/12/22 | 4/13/22 | 4/14/22 | 4/15/22 | 4/16/22 | 4/17/22 | 4/18/22 | 4/19/22 | 4/20/22 | 4/21/22 | 4/22/22 | 4/23/22 | 4/24/22 | 4/25/22 | 4/26/22 | 4/27/22 | 4/28/22 | 4/29/22 | 4/30/22 | 5/1/22 | 5/2/22 | 5/3/22 | 5/4/22 | 5/5/22 | 5/6/22 | 5/7/22 | 5/8/22 | 5/9/22 | 5/10/22 | 5/11/22 | 5/12/22 | 5/13/22 | 5/14/22 | 5/15/22 | 5/16/22 | 5/17/22 | 5/18/22 | 5/19/22 | 5/20/22 | 5/21/22 | 5/22/22 | 5/23/22 | 5/24/22 | 5/25/22 | 5/26/22 | 5/27/22 | 5/28/22 | 5/29/22 | 5/30/22 | 5/31/22 | 6/1/22 | 6/2/22 | 6/3/22 | 6/4/22 | 6/5/22 | 6/6/22 | 6/7/22 | 6/8/22 | 6/9/22 | 6/10/22 | 6/11/22 | 6/12/22 | 6/13/22 | 6/14/22 | 6/15/22 | 6/16/22 | 6/17/22 | 6/18/22 | 6/19/22 | 6/20/22 | 6/21/22 | 6/22/22 | 6/23/22 | 6/24/22 | 6/25/22 | 6/26/22 | 6/27/22 | 6/28/22 | 6/29/22 | 6/30/22 | 7/1/22 | 7/2/22 | 7/3/22 | 7/4/22 | 7/5/22 | 7/6/22 | 7/7/22 | 7/8/22 | 7/9/22 | 7/10/22 | 7/11/22 | 7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
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| deaths | NaN | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 6 | 6 | 7 | 7 | 10 | 10 | 10 | 11 | 12 | 13 | 17 | 19 | 21 | 22 | 22 | 28 | 31 | 32 | 35 | 40 | 40 | 44 | 51 | 58 | 68 | 85 | 87 | 93 | 98 | 103 | 107 | 117 | 128 | 143 | 150 | 158 | 164 | 167 | 171 | 176 | 182 | 191 | 192 | 200 | 211 | 221 | 221 | 226 | 233 | 249 | 254 | 259 | 261 | 273 | 287 | 299 | 314 | 315 | 323 | 333 | 342 | 354 | 361 | 365 | 382 | 387 | 399 | 407 | 420 | 424 | 455 | 469 | 475 | 487 | 506 | 518 | 525 | 533 | 542 | 549 | 554 | 558 | 565 | 573 | 590 | 603 | 616 | 628 | 634 | 645 | 654 | 669 | 684 | 689 | 709 | 724 | 740 | 744 | 754 | 760 | 769 | 772 | 778 | 789 | 801 | 805 | 813 | 833 | 845 | 856 | 858 | 860 | 868 | 873 | 878 | 879 | 883 | 888 | 896 | 910 | 927 | 930 | 936 | 942 | 945 | 950 | 956 | 956 | 966 | 973 | 974 | 975 | 977 | 981 | 985 | 992 | 996 | 997 | 1002 | 1004 | 1007 | 1010 | 1011 | 1011 | 1011 | 1013 | 1013 | 1023 | 1027 | 1048 | 1051 | 1054 | 1057 | 1061 | 1067 | 1070 | 1075 | 1076 | 1078 | 1082 | 1083 | 1088 | 1091 | 1093 | 1094 | 1095 | 1098 | 1100 | 1100 | 1102 | 1102 | 1103 | 1106 | 1108 | 1111 | 1111 | 1112 | 1112 | 1112 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1115 | 1115 | 1115 | 1116 | 1116 | 1116 | 1119 | 1123 | 1125 | 1125 | 1125 | 1125 | 1127 | 1129 | 1129 | 1130 | 1132 | 1135 | 1139 | 1141 | 1144 | 1144 | 1146 | 1147 | 1151 | 1155 | 1155 | 1155 | 1155 | 1154 | 1158 | 1160 | 1162 | 1162 | 1163 | 1163 | 1163 | 1163 | 1163 | 1163 | 1165 | 1165 | 1166 | 1167 | 1168 | 1169 | 1169 | 1169 | 1171 | 1171 | 1173 | 1173 | 1176 | 1177 | 1179 | 1179 | 1180 | 1180 | 1181 | 1182 | 1184 | 1190 | 1190 | 1194 | 1197 | 1197 | 1200 | 1200 | 1201 | 1212 | 1218 | 1221 | 1227 | 1231 | 1236 | 1242 | 1246 | 1247 | 1254 | 1264 | 1267 | 1278 | 1289 | 1294 | 1302 | 1311 | 1318 | 1319 | 1324 | 1330 | 1342 | 1350 | 1358 | 1361 | 1373 | 1382 | 1405 | 1413 | 1420 | 1435 | 1449 | 1464 | 1478 | 1485 | 1490 | 1502 | 1504 | 1507 | 1522 | 1543 | 1547 | 1577 | 1578 | 1586 | 1607 | 1613 | 1618 | 1632 | 1641 | 1647 | 1667 | 1673 | 1694 | 1702 | 1710 | 1734 | 1747 | 1752 | 1761 | 1777 | 1787 | 1803 | 1813 | 1831 | 1839 | 1862 | 1874 | 1885 | 1891 | 1902 | 1905 | 1907 | 1915 | 1923 | 1939 | 1951 | 1954 | 1964 | 1969 | 1982 | 1988 | 1993 | 2001 | 2009 | 2013 | 2013 | 2016 | 2018 | 2027 | 2027 | 2027 | 2030 | 2030 | 2030 | 2031 | 2031 | 2036 | 2039 | 2041 | 2048 | 2049 | 2056 | 2057 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2059 | 2060 | 2060 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2062 | 2062 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2066 | 2066 | 2066 | 2066 | 2066 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2071 | 2071 | 2071 | 2071 | 2071 | 2071 | 2099 | 2099 | 2099 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2118 | 2118 | 2118 | 2118 | 2119 | 2119 | 2119 | 2119 | 2120 | 2120 | 2121 | 2121 | 2121 | 2121 | 2122 | 2122 | 2122 | 2122 | 2122 | 2122 | 2124 | 2124 | 2125 | 2125 | 2126 | 2126 | 2126 | 2127 | 2128 | 2128 | 2128 | 2130 | 2130 | 2132 | 2132 | 2134 | 2134 | 2139 | 2141 | 2149 | 2149 | 2149 | 2160 | 2163 | 2167 | 2178 | 2181 | 2185 | 2187 | 2192 | 2194 | 2195 | 2200 | 2211 | 2219 | 2219 | 2223 | 2229 | 2229 | 2244 | 2247 | 2247 | 2268 | 2276 | 2281 | 2288 | 2298 | 2308 | 2361 | 2454 | 2455 | 2469 | 2480 | 2488 | 2495 | 2522 | 2552 | 2556 | 2573 | 2578 | 2585 | 2588 | 2590 | 2598 | 2619 | 2637 | 2640 | 2640 | 2649 | 2654 | 2655 | 2661 | 2664 | 2666 | 2668 | 2671 | 2673 | 2677 | 2690 | 2695 | 2701 | 2721 | 2724 | 2724 | 2724 | 2724 | 2731 | 2731 | 2742 | 2743 | 2745 | 2747 | 2756 | 2756 | 2761 | 2761 | 2769 | 2804 | 2837 | 2838 | 2838 | 2840 | 2850 | 2855 | 2856 | 2882 | 2884 | 2884 | 2886 | 2892 | 2895 | 2895 | 2896 | 2898 | 2899 | 2900 | 2902 | 2902 | 2905 | 2906 | 2906 | 2914 | 2922 | 2933 | 2949 | 2960 | 2968 | 2968 | 2968 | 2973 | 2973 | 2973 | 2973 | 2974 | 2974 | 2974 | 2974 | 2975 | 2975 | 2975 | 2975 | 2976 | 2977 | 2978 | 2978 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2981 | 2981 | 2981 | 2981 | 2983 | 2983 | 2983 | 2984 | 2984 | 2984 | 2985 | 2985 | 2991 | 2991 | 2993 | 3014 | 3022 | 3024 | 3027 | 3030 | 3030 | 3030 | 3033 | 3033 | 3045 | 3053 | 3058 | 3066 | 3070 | 3071 | 3077 | 3085 | 3086 | 3092 | 3092 | 3092 | 3095 | 3103 | 3110 | 3116 | 3117 | 3117 | 3124 | 3124 | 3124 | 3126 | 3133 | 3134 | 3134 | 3134 | 3135 | 3135 | 3136 | 3136 | 3136 | 3136 | 3136 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3141 | 3141 | 3141 | 3141 | 3141 | 3141 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3148 | 3148 | 3148 | 3148 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3146 | 3146 | 3146 | 3146 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3154 | 3154 | 3154 | 3154 | 3154 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 |
| recovered | NaN | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 8 | 8 | 9 | 20 | 25 | 25 | 33 | 35 | 44 | 44 | 51 | 58 | 70 | 85 | 91 | 99 | 128 | 152 | 159 | 166 | 170 | 188 | 188 | 197 | 197 | 208 | 222 | 239 | 255 | 255 | 307 | 319 | 351 | 351 | 400 | 417 | 481 | 534 | 601 | 679 | 745 | 778 | 902 | 959 | 1070 | 1180 | 1320 | 1472 | 1594 | 1644 | 1734 | 1840 | 1907 | 2007 | 2174 | 2263 | 2311 | 2385 | 2501 | 2592 | 2697 | 2856 | 3007 | 3122 | 3240 | 3329 | 3535 | 3696 | 3826 | 3959 | 4040 | 4206 | 4351 | 4494 | 4891 | 5101 | 5220 | 5349 | 5623 | 5967 | 6307 | 6581 | 6718 | 6879 | 7109 | 7338 | 7613 | 7822 | 8253 | 8625 | 9007 | 9402 | 9746 | 10152 | 10801 | 11069 | 11462 | 11665 | 11828 | 12108 | 12373 | 12546 | 12795 | 13103 | 13447 | 13671 | 13792 | 13999 | 14292 | 14633 | 14938 | 15105 | 15333 | 15677 | 15815 | 16061 | 16559 | 16948 | 17374 | 18203 | 18764 | 19004 | 19270 | 19565 | 20087 | 20308 | 20663 | 31851 | 32165 | 32430 | 32637 | 33044 | 33186 | 33346 | 33609 | 33943 | 34309 | 35998 | 36290 | 36497 | 36834 | 37051 | 37304 | 37569 | 37885 | 38767 | 38945 | 39257 | 39964 | 40281 | 40726 | 41017 | 41314 | 41513 | 41638 | 42010 | 42439 | 42627 | 42816 | 42922 | 43013 | 43231 | 43334 | 43610 | 43810 | 43998 | 44088 | 44152 | 44337 | 44430 | 47872 | 48092 | 48305 | 48431 | 48569 | 48674 | 48836 | 48985 | 49098 | 49606 | 49722 | 49794 | 49895 | 49937 | 50358 | 50452 | 50593 | 50718 | 50768 | 50951 | 51308 | 51403 | 51551 | 51614 | 51711 | 51735 | 51943 | 52006 | 52143 | 52194 | 52304 | 56557 | 56611 | 56697 | 56797 | 56880 | 56985 | 57190 | 57285 | 57465 | 57571 | 57916 | 58095 | 58249 | 58430 | 58675 | 58790 | 59328 | 59634 | 59675 | 59748 | 59844 | 59884 | 59910 | 60069 | 60333 | 60737 | 60790 | 60936 | 61029 | 61073 | 61162 | 61337 | 61457 | 61573 | 61782 | 61884 | 62076 | 62241 | 62311 | 62493 | 62585 | 62686 | 62819 | 63055 | 63282 | 63430 | 63839 | 64291 | 64467 | 64650 | 64774 | 64947 | 65110 | 65242 | 65474 | 65722 | 65850 | 66090 | 66314 | 66494 | 66775 | 67110 | 67484 | 67784 | 68303 | 68493 | 68879 | 69274 | 69651 | 70248 | 70495 | 71034 | 71357 | 71937 | 73322 | 73713 | 74373 | 74789 | 75044 | 75699 | 76396 | 77299 | 77982 | 78552 | 79417 | 80030 | 80491 | 81574 | 82555 | 83830 | 84535 | 85367 | 89317 | 89939 | 91200 | 92336 | 93646 | 94130 | 95901 | 97228 | 98359 | 99276 | 100365 | 100853 | 102780 | 103712 | 104989 | 106275 | 107551 | 108657 | 110449 | 111639 | 112557 | 113525 | 114635 | 115755 | 116947 | 118012 | 118866 | 120399 | 120838 | 123009 | 124483 | 125722 | 126417 | 127524 | 128005 | 128619 | 129300 | 129943 | 130818 | 131699 | 132544 | 133256 | 133768 | 133904 | 134551 | 135812 | 136335 | 137025 | 137645 | 137890 | 138502 | 139056 | 139983 | 142404 | 144059 | 144714 | 145399 | 145752 | 146072 | 146395 | 146890 | 147581 | 147775 | 147899 | 148125 | 148530 | 148726 | 149882 | 149986 | 150205 | 150308 | 150466 | 151532 | 151648 | 151708 | 151835 | 151853 | 151998 | 152045 | 153630 | 153788 | 154005 | 154073 | 154098 | 154107 | 154177 | 154225 | 154270 | 154285 | 154304 | 154325 | 154332 | 154384 | 154406 | 154441 | 154578 | 154643 | 154687 | 154926 | 154963 | 155012 | 155021 | 155041 | 155101 | 155101 | 155109 | 155371 | 155371 | 155403 | 155424 | 155454 | 156250 | 156297 | 156318 | 156358 | 156374 | 156387 | 156399 | 156412 | 156413 | 156415 | 156415 | 156456 | 156459 | 156462 | 156468 | 156476 | 156492 | 156528 | 156529 | 156535 | 156546 | 156557 | 156558 | 158781 | 159935 | 159946 | 162521 | 162584 | 162994 | 163096 | 163190 | 163259 | 163331 | 163331 | 163430 | 163436 | 163463 | 163469 | 163483 | 163528 | 163535 | 163540 | 163550 | 163557 | 163797 | 163913 | 163917 | 163933 | 163937 | 163946 | 163949 | 163984 | 163985 | 164244 | 164273 | 164369 | 164378 | 164382 | 164400 | 164405 | 164408 | 164415 | 164423 | 164431 | 164439 | 164476 | 164623 | 164652 | 164662 | 164666 | 164672 | 164699 | 164720 | 164733 | 164733 | 164772 | 164772 | 164788 | 164789 | 164798 | 164837 | 164886 | 164930 | 164978 | 164994 | 165005 | 165037 | 165122 | 165208 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| confirmed | NaN | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 8 | 8 | 12 | 22 | 30 | 40 | 44 | 51 | 65 | 70 | 89 | 111 | 131 | 135 | 174 | 184 | 210 | 214 | 232 | 238 | 254 | 276 | 288 | 305 | 318 | 323 | 343 | 373 | 407 | 442 | 493 | 542 | 627 | 665 | 665 | 873 | 981 | 1095 | 1182 | 1273 | 1337 | 1532 | 1728 | 1932 | 2170 | 2388 | 2558 | 2802 | 2950 | 3145 | 3526 | 3912 | 4151 | 4399 | 4641 | 4787 | 4971 | 5162 | 5450 | 5621 | 5959 | 6175 | 6401 | 6677 | 7016 | 7261 | 7526 | 7839 | 8068 | 8344 | 8733 | 8915 | 9302 | 9855 | 10162 | 10578 | 10819 | 11166 | 11516 | 11844 | 12233 | 12486 | 12801 | 13464 | 13873 | 14554 | 15181 | 15682 | 16085 | 16658 | 17148 | 17735 | 18480 | 19147 | 19808 | 20244 | 20919 | 21371 | 22020 | 22614 | 23298 | 24077 | 24567 | 25133 | 25694 | 26484 | 27110 | 27564 | 28167 | 28711 | 29286 | 29789 | 30249 | 30748 | 31323 | 31987 | 32558 | 33153 | 33616 | 34259 | 34854 | 35454 | 36107 | 36663 | 37225 | 37801 | 38344 | 38948 | 39539 | 39977 | 40532 | 41180 | 41804 | 42208 | 42689 | 43151 | 43537 | 43841 | 44129 | 44433 | 44890 | 45244 | 45687 | 46140 | 46577 | 46867 | 47290 | 47743 | 48116 | 48445 | 48770 | 49068 | 49485 | 49895 | 50488 | 50964 | 51304 | 51905 | 52227 | 52548 | 52800 | 53021 | 53317 | 53477 | 53727 | 53865 | 54008 | 54247 | 54463 | 54588 | 54743 | 54905 | 55005 | 55160 | 55456 | 55632 | 55829 | 56017 | 56177 | 56256 | 56388 | 56478 | 56604 | 56735 | 56956 | 57145 | 57242 | 57437 | 57613 | 57724 | 57849 | 58062 | 58198 | 58324 | 58460 | 58647 | 58848 | 59001 | 59127 | 59287 | 59345 | 59465 | 59583 | 59738 | 59841 | 59992 | 60103 | 60266 | 60430 | 60655 | 60834 | 60982 | 61194 | 61307 | 61440 | 61558 | 61630 | 61667 | 61805 | 61882 | 61930 | 61992 | 62111 | 62224 | 62371 | 62521 | 62691 | 62853 | 62964 | 63036 | 63173 | 63328 | 63508 | 63731 | 63790 | 64090 | 64184 | 64336 | 64516 | 64728 | 64884 | 64996 | 65148 | 65305 | 65457 | 65693 | 65839 | 65982 | 66228 | 66383 | 66439 | 66607 | 66805 | 66974 | 67220 | 67330 | 67412 | 67557 | 67838 | 67960 | 68303 | 68627 | 68937 | 69255 | 69645 | 70195 | 70669 | 71344 | 72140 | 72757 | 73175 | 73374 | 74132 | 75062 | 76207 | 77013 | 77933 | 78434 | 78790 | 79789 | 80922 | 81963 | 82747 | 83576 | 84414 | 84811 | 85560 | 86576 | 87607 | 88587 | 89163 | 90080 | 91351 | 92705 | 94369 | 95934 | 97478 | 99063 | 100087 | 101331 | 102601 | 103999 | 105478 | 107345 | 108943 | 110387 | 112004 | 113305 | 114691 | 116655 | 118138 | 120602 | 121566 | 122996 | 124299 | 126160 | 127024 | 128674 | 130557 | 131242 | 131918 | 133552 | 134690 | 136030 | 137654 | 139242 | 139748 | 140391 | 141447 | 142578 | 143516 | 144521 | 145664 | 146184 | 146928 | 148296 | 149369 | 150246 | 150908 | 151553 | 152074 | 152616 | 153187 | 153842 | 154476 | 155076 | 155417 | 155657 | 156017 | 156496 | 156960 | 157671 | 158042 | 158237 | 158506 | 158906 | 159252 | 159646 | 159933 | 160332 | 160537 | 160657 | 160895 | 161074 | 161261 | 161409 | 161539 | 161651 | 161737 | 161868 | 162076 | 162178 | 162275 | 162388 | 162489 | 162593 | 162641 | 162762 | 162891 | 162997 | 163063 | 163113 | 163195 | 163330 | 163388 | 163498 | 163581 | 163652 | 163736 | 163799 | 163837 | 163911 | 164000 | 164080 | 164147 | 164207 | 164233 | 164303 | 164423 | 164488 | 164588 | 164633 | 164684 | 164719 | 164756 | 164912 | 164993 | 165055 | 165110 | 165110 | 165153 | 165199 | 165215 | 165273 | 165301 | 165340 | 165370 | 165419 | 165468 | 165515 | 165559 | 165612 | 165661 | 165702 | 165709 | 165778 | 165778 | 165852 | 165901 | 165944 | 165979 | 166019 | 166061 | 166098 | 166146 | 166191 | 166254 | 166285 | 166315 | 166518 | 166534 | 166560 | 166682 | 166730 | 166756 | 166767 | 166816 | 166918 | 166982 | 166982 | 167051 | 167059 | 167066 | 167078 | 167095 | 167103 | 167142 | 167155 | 167206 | 167206 | 167292 | 167331 | 167375 | 167401 | 167430 | 167465 | 167467 | 167532 | 167543 | 167618 | 167692 | 167732 | 167803 | 167859 | 167909 | 168000 | 168110 | 168256 | 168442 | 168540 | 168552 | 168713 | 168867 | 168915 | 169074 | 169206 | 169329 | 169532 | 169678 | 169884 | 169884 | 170306 | 170306 | 170895 | 171111 | 171324 | 171728 | 172263 | 172821 | 173411 | 173908 | 174315 | 174759 | 175264 | 176011 | 176577 | 177142 | 177615 | 178086 | 178508 | 179118 | 179908 | 180661 | 181297 | 181962 | 182503 | 183087 | 183444 | 183444 | 185267 | 185571 | 185571 | 187023 | 187588 | 188243 | 188880 | 189715 | 190333 | 190983 | 191345 | 191805 | 192431 | 193013 | 193644 | 194088 | 195052 | 195511 | 195890 | 196487 | 197046 | 197773 | 198239 | 198786 | 199151 | 199538 | 200057 | 200356 | 200356 | 201294 | 201630 | 201798 | 202191 | 202704 | 203081 | 203514 | 203991 | 204201 | 204456 | 204752 | 205047 | 205484 | 205779 | 205940 | 206064 | 206138 | 206279 | 206561 | 206561 | 207167 | 207479 | 207618 | 207694 | 207978 | 207979 | 208404 | 208404 | 208797 | 209173 | 209298 | 209387 | 209546 | 209713 | 209960 | 210136 | 210295 | 210460 | 211171 | 211330 | 211496 | 211678 | 211798 | 211887 | 211961 | 212051 | 212150 | 212359 | 212446 | 212511 | 212627 | 212713 | 212765 | 212829 | 212894 | 212947 | 213076 | 213127 | 213147 | 213177 | 213177 | 213403 | 213464 | 213487 | 213532 | 213589 | 213589 | 213677 | 213677 | 213883 | 213883 | 213924 | 213982 | 214113 | 214218 | 214270 | 214270 | 214513 | 214567 | 214622 | 214789 | 214896 | 215164 | 215164 | 216451 | 217063 | 217481 | 217481 | 218596 | 220020 | 221071 | 222655 | 222655 | 223483 | 225255 | 225255 | 231413 | 233353 | 234709 | 236014 | 237561 | 238420 | 239019 | 240387 | 241513 | 241513 | 242877 | 242877 | 244120 | 244548 | 245404 | 246195 | 247009 | 247775 | 248312 | 248732 | 249154 | 249586 | 250009 | 250009 | 250628 | 250929 | 251178 | 251341 | 251571 | 251571 | 251930 | 251959 | 252187 | 252428 | 252678 | 252753 | 252753 | 252912 | 253001 | 253023 | 253181 | 253340 | 253405 | 253405 | 253540 | 253685 | 253727 | 253780 | 253838 | 253875 | 253875 | 253923 | 253978 | 254016 | 254016 | 254124 | 254137 | 254137 | 254221 | 254243 | 254243 | 254293 | 254352 | 254352 | 254428 | 254428 | 254501 | 254525 | 254560 | 254570 | 254598 | 254606 | 254637 | 254637 | 254640 | 254659 | 254777 | 254777 | 254861 | 254894 | 254953 | 254953 | 254989 | 255001 | 255001 | 255092 | 255103 | 255103 | 255103 | 255103 | 255190 | 255244 | 255244 | 255244 | 255296 | 255296 | 255341 | 255341 | 255415 | 255415 | 255468 | 255468 | 255468 | 255468 | 255516 | 255516 | 255575 | 255575 | 255606 | 255606 | 255633 | 255663 | 255633 | 255646 | 255646 | 255648 | 255648 | 255648 | 255670 | 255670 | 255679 | 255685 | 255685 | 255685 | 255685 | 255685 | 255685 | 255716 | 255716 | 255716 | 255753 | 255753 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255802 | 255802 | 255836 | 255836 | 255859 | 255859 | 255859 | 255859 | 255889 | 255924 | 255924 | 255937 | 255937 | 255937 | 255972 | 255972 | 256004 | 256028 | 256028 | 256028 | 256028 | 256028 | 256028 | 256113 | 256113 | 256148 | 256148 | 256148 | 256227 | 256227 | 256264 | 256264 | 256352 | 256352 | 256352 | 256404 | 256404 | 256467 | 256467 | 256573 | 256573 | 256573 | 256711 | 256711 | 256711 | 256711 | 256958 | 256958 | 256958 | 256958 | 256958 | 257290 | 257290 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 258517 | 258517 | 258517 | 258874 | 258874 | 258934 | 258934 | 259007 | 259007 | 259007 | 259485 | 259485 | 259720 | 259720 | 260339 | 260339 | 260339 | 260764 | 260764 | 260977 | 260977 | 260977 | 260977 | 260977 | 261473 | 261473 | 261473 | 261473 | 261473 | 261885 | 261885 | 261885 | 261885 | 262402 | 262402 | 262520 | 262520 | 262520 | 262664 | 262664 | 262748 | 262748 | 262912 | 262912 | 262912 | 263090 | 263090 | 263322 | 263322 | 263407 | 263407 | 263407 | 263526 | 263526 | 263694 | 263694 | 263867 | 263867 | 263867 | 264014 | 264014 | 264299 | 264299 | 264299 | 264450 | 264450 | 264617 | 264617 | 264744 | 264744 | 264933 | 264933 | 264933 | 265008 | 265008 | 265090 | 265090 | 265186 | 265186 | 265186 | 265316 | 265316 | 265382 | 265382 | 265431 | 265431 | 265431 | 265505 | 265505 | 265741 | 265741 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265937 |
#drop Province/State column
if 'Province/State' in nigeria_timeseries.columns:
nigeria_timeseries.drop('Province/State', axis=1, inplace=True)
nigeria_timeseries
| Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 8/10/20 | 8/11/20 | 8/12/20 | 8/13/20 | 8/14/20 | 8/15/20 | 8/16/20 | 8/17/20 | 8/18/20 | 8/19/20 | 8/20/20 | 8/21/20 | 8/22/20 | 8/23/20 | 8/24/20 | 8/25/20 | 8/26/20 | 8/27/20 | 8/28/20 | 8/29/20 | 8/30/20 | 8/31/20 | 9/1/20 | 9/2/20 | 9/3/20 | 9/4/20 | 9/5/20 | 9/6/20 | 9/7/20 | 9/8/20 | 9/9/20 | 9/10/20 | 9/11/20 | 9/12/20 | 9/13/20 | 9/14/20 | 9/15/20 | 9/16/20 | 9/17/20 | 9/18/20 | 9/19/20 | 9/20/20 | 9/21/20 | 9/22/20 | 9/23/20 | 9/24/20 | 9/25/20 | 9/26/20 | 9/27/20 | 9/28/20 | 9/29/20 | 9/30/20 | 10/1/20 | 10/2/20 | 10/3/20 | 10/4/20 | 10/5/20 | 10/6/20 | 10/7/20 | 10/8/20 | 10/9/20 | 10/10/20 | 10/11/20 | 10/12/20 | 10/13/20 | 10/14/20 | 10/15/20 | 10/16/20 | 10/17/20 | 10/18/20 | 10/19/20 | 10/20/20 | 10/21/20 | 10/22/20 | 10/23/20 | 10/24/20 | 10/25/20 | 10/26/20 | 10/27/20 | 10/28/20 | 10/29/20 | 10/30/20 | 10/31/20 | 11/1/20 | 11/2/20 | 11/3/20 | 11/4/20 | 11/5/20 | 11/6/20 | 11/7/20 | 11/8/20 | 11/9/20 | 11/10/20 | 11/11/20 | 11/12/20 | 11/13/20 | 11/14/20 | 11/15/20 | 11/16/20 | 11/17/20 | 11/18/20 | 11/19/20 | 11/20/20 | 11/21/20 | 11/22/20 | 11/23/20 | 11/24/20 | 11/25/20 | 11/26/20 | 11/27/20 | 11/28/20 | 11/29/20 | 11/30/20 | 12/1/20 | 12/2/20 | 12/3/20 | 12/4/20 | 12/5/20 | 12/6/20 | 12/7/20 | 12/8/20 | 12/9/20 | 12/10/20 | 12/11/20 | 12/12/20 | 12/13/20 | 12/14/20 | 12/15/20 | 12/16/20 | 12/17/20 | 12/18/20 | 12/19/20 | 12/20/20 | 12/21/20 | 12/22/20 | 12/23/20 | 12/24/20 | 12/25/20 | 12/26/20 | 12/27/20 | 12/28/20 | 12/29/20 | 12/30/20 | 12/31/20 | 1/1/21 | 1/2/21 | 1/3/21 | 1/4/21 | 1/5/21 | 1/6/21 | 1/7/21 | 1/8/21 | 1/9/21 | 1/10/21 | 1/11/21 | 1/12/21 | 1/13/21 | 1/14/21 | 1/15/21 | 1/16/21 | 1/17/21 | 1/18/21 | 1/19/21 | 1/20/21 | 1/21/21 | 1/22/21 | 1/23/21 | 1/24/21 | 1/25/21 | 1/26/21 | 1/27/21 | 1/28/21 | 1/29/21 | 1/30/21 | 1/31/21 | 2/1/21 | 2/2/21 | 2/3/21 | 2/4/21 | 2/5/21 | 2/6/21 | 2/7/21 | 2/8/21 | 2/9/21 | 2/10/21 | 2/11/21 | 2/12/21 | 2/13/21 | 2/14/21 | 2/15/21 | 2/16/21 | 2/17/21 | 2/18/21 | 2/19/21 | 2/20/21 | 2/21/21 | 2/22/21 | 2/23/21 | 2/24/21 | 2/25/21 | 2/26/21 | 2/27/21 | 2/28/21 | 3/1/21 | 3/2/21 | 3/3/21 | 3/4/21 | 3/5/21 | 3/6/21 | 3/7/21 | 3/8/21 | 3/9/21 | 3/10/21 | 3/11/21 | 3/12/21 | 3/13/21 | 3/14/21 | 3/15/21 | 3/16/21 | 3/17/21 | 3/18/21 | 3/19/21 | 3/20/21 | 3/21/21 | 3/22/21 | 3/23/21 | 3/24/21 | 3/25/21 | 3/26/21 | 3/27/21 | 3/28/21 | 3/29/21 | 3/30/21 | 3/31/21 | 4/1/21 | 4/2/21 | 4/3/21 | 4/4/21 | 4/5/21 | 4/6/21 | 4/7/21 | 4/8/21 | 4/9/21 | 4/10/21 | 4/11/21 | 4/12/21 | 4/13/21 | 4/14/21 | 4/15/21 | 4/16/21 | 4/17/21 | 4/18/21 | 4/19/21 | 4/20/21 | 4/21/21 | 4/22/21 | 4/23/21 | 4/24/21 | 4/25/21 | 4/26/21 | 4/27/21 | 4/28/21 | 4/29/21 | 4/30/21 | 5/1/21 | 5/2/21 | 5/3/21 | 5/4/21 | 5/5/21 | 5/6/21 | 5/7/21 | 5/8/21 | 5/9/21 | 5/10/21 | 5/11/21 | 5/12/21 | 5/13/21 | 5/14/21 | 5/15/21 | 5/16/21 | 5/17/21 | 5/18/21 | 5/19/21 | 5/20/21 | 5/21/21 | 5/22/21 | 5/23/21 | 5/24/21 | 5/25/21 | 5/26/21 | 5/27/21 | 5/28/21 | 5/29/21 | 5/30/21 | 5/31/21 | 6/1/21 | 6/2/21 | 6/3/21 | 6/4/21 | 6/5/21 | 6/6/21 | 6/7/21 | 6/8/21 | 6/9/21 | 6/10/21 | 6/11/21 | 6/12/21 | 6/13/21 | 6/14/21 | 6/15/21 | 6/16/21 | 6/17/21 | 6/18/21 | 6/19/21 | 6/20/21 | 6/21/21 | 6/22/21 | 6/23/21 | 6/24/21 | 6/25/21 | 6/26/21 | 6/27/21 | 6/28/21 | 6/29/21 | 6/30/21 | 7/1/21 | 7/2/21 | 7/3/21 | 7/4/21 | 7/5/21 | 7/6/21 | 7/7/21 | 7/8/21 | 7/9/21 | 7/10/21 | 7/11/21 | 7/12/21 | 7/13/21 | 7/14/21 | 7/15/21 | 7/16/21 | 7/17/21 | 7/18/21 | 7/19/21 | 7/20/21 | 7/21/21 | 7/22/21 | 7/23/21 | 7/24/21 | 7/25/21 | 7/26/21 | 7/27/21 | 7/28/21 | 7/29/21 | 7/30/21 | 7/31/21 | 8/1/21 | 8/2/21 | 8/3/21 | 8/4/21 | 8/5/21 | 8/6/21 | 8/7/21 | 8/8/21 | 8/9/21 | 8/10/21 | 8/11/21 | 8/12/21 | 8/13/21 | 8/14/21 | 8/15/21 | 8/16/21 | 8/17/21 | 8/18/21 | 8/19/21 | 8/20/21 | 8/21/21 | 8/22/21 | 8/23/21 | 8/24/21 | 8/25/21 | 8/26/21 | 8/27/21 | 8/28/21 | 8/29/21 | 8/30/21 | 8/31/21 | 9/1/21 | 9/2/21 | 9/3/21 | 9/4/21 | 9/5/21 | 9/6/21 | 9/7/21 | 9/8/21 | 9/9/21 | 9/10/21 | 9/11/21 | 9/12/21 | 9/13/21 | 9/14/21 | 9/15/21 | 9/16/21 | 9/17/21 | 9/18/21 | 9/19/21 | 9/20/21 | 9/21/21 | 9/22/21 | 9/23/21 | 9/24/21 | 9/25/21 | 9/26/21 | 9/27/21 | 9/28/21 | 9/29/21 | 9/30/21 | 10/1/21 | 10/2/21 | 10/3/21 | 10/4/21 | 10/5/21 | 10/6/21 | 10/7/21 | 10/8/21 | 10/9/21 | 10/10/21 | 10/11/21 | 10/12/21 | 10/13/21 | 10/14/21 | 10/15/21 | 10/16/21 | 10/17/21 | 10/18/21 | 10/19/21 | 10/20/21 | 10/21/21 | 10/22/21 | 10/23/21 | 10/24/21 | 10/25/21 | 10/26/21 | 10/27/21 | 10/28/21 | 10/29/21 | 10/30/21 | 10/31/21 | 11/1/21 | 11/2/21 | 11/3/21 | 11/4/21 | 11/5/21 | 11/6/21 | 11/7/21 | 11/8/21 | 11/9/21 | 11/10/21 | 11/11/21 | 11/12/21 | 11/13/21 | 11/14/21 | 11/15/21 | 11/16/21 | 11/17/21 | 11/18/21 | 11/19/21 | 11/20/21 | 11/21/21 | 11/22/21 | 11/23/21 | 11/24/21 | 11/25/21 | 11/26/21 | 11/27/21 | 11/28/21 | 11/29/21 | 11/30/21 | 12/1/21 | 12/2/21 | 12/3/21 | 12/4/21 | 12/5/21 | 12/6/21 | 12/7/21 | 12/8/21 | 12/9/21 | 12/10/21 | 12/11/21 | 12/12/21 | 12/13/21 | 12/14/21 | 12/15/21 | 12/16/21 | 12/17/21 | 12/18/21 | 12/19/21 | 12/20/21 | 12/21/21 | 12/22/21 | 12/23/21 | 12/24/21 | 12/25/21 | 12/26/21 | 12/27/21 | 12/28/21 | 12/29/21 | 12/30/21 | 12/31/21 | 1/1/22 | 1/2/22 | 1/3/22 | 1/4/22 | 1/5/22 | 1/6/22 | 1/7/22 | 1/8/22 | 1/9/22 | 1/10/22 | 1/11/22 | 1/12/22 | 1/13/22 | 1/14/22 | 1/15/22 | 1/16/22 | 1/17/22 | 1/18/22 | 1/19/22 | 1/20/22 | 1/21/22 | 1/22/22 | 1/23/22 | 1/24/22 | 1/25/22 | 1/26/22 | 1/27/22 | 1/28/22 | 1/29/22 | 1/30/22 | 1/31/22 | 2/1/22 | 2/2/22 | 2/3/22 | 2/4/22 | 2/5/22 | 2/6/22 | 2/7/22 | 2/8/22 | 2/9/22 | 2/10/22 | 2/11/22 | 2/12/22 | 2/13/22 | 2/14/22 | 2/15/22 | 2/16/22 | 2/17/22 | 2/18/22 | 2/19/22 | 2/20/22 | 2/21/22 | 2/22/22 | 2/23/22 | 2/24/22 | 2/25/22 | 2/26/22 | 2/27/22 | 2/28/22 | 3/1/22 | 3/2/22 | 3/3/22 | 3/4/22 | 3/5/22 | 3/6/22 | 3/7/22 | 3/8/22 | 3/9/22 | 3/10/22 | 3/11/22 | 3/12/22 | 3/13/22 | 3/14/22 | 3/15/22 | 3/16/22 | 3/17/22 | 3/18/22 | 3/19/22 | 3/20/22 | 3/21/22 | 3/22/22 | 3/23/22 | 3/24/22 | 3/25/22 | 3/26/22 | 3/27/22 | 3/28/22 | 3/29/22 | 3/30/22 | 3/31/22 | 4/1/22 | 4/2/22 | 4/3/22 | 4/4/22 | 4/5/22 | 4/6/22 | 4/7/22 | 4/8/22 | 4/9/22 | 4/10/22 | 4/11/22 | 4/12/22 | 4/13/22 | 4/14/22 | 4/15/22 | 4/16/22 | 4/17/22 | 4/18/22 | 4/19/22 | 4/20/22 | 4/21/22 | 4/22/22 | 4/23/22 | 4/24/22 | 4/25/22 | 4/26/22 | 4/27/22 | 4/28/22 | 4/29/22 | 4/30/22 | 5/1/22 | 5/2/22 | 5/3/22 | 5/4/22 | 5/5/22 | 5/6/22 | 5/7/22 | 5/8/22 | 5/9/22 | 5/10/22 | 5/11/22 | 5/12/22 | 5/13/22 | 5/14/22 | 5/15/22 | 5/16/22 | 5/17/22 | 5/18/22 | 5/19/22 | 5/20/22 | 5/21/22 | 5/22/22 | 5/23/22 | 5/24/22 | 5/25/22 | 5/26/22 | 5/27/22 | 5/28/22 | 5/29/22 | 5/30/22 | 5/31/22 | 6/1/22 | 6/2/22 | 6/3/22 | 6/4/22 | 6/5/22 | 6/6/22 | 6/7/22 | 6/8/22 | 6/9/22 | 6/10/22 | 6/11/22 | 6/12/22 | 6/13/22 | 6/14/22 | 6/15/22 | 6/16/22 | 6/17/22 | 6/18/22 | 6/19/22 | 6/20/22 | 6/21/22 | 6/22/22 | 6/23/22 | 6/24/22 | 6/25/22 | 6/26/22 | 6/27/22 | 6/28/22 | 6/29/22 | 6/30/22 | 7/1/22 | 7/2/22 | 7/3/22 | 7/4/22 | 7/5/22 | 7/6/22 | 7/7/22 | 7/8/22 | 7/9/22 | 7/10/22 | 7/11/22 | 7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
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| deaths | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 6 | 6 | 7 | 7 | 10 | 10 | 10 | 11 | 12 | 13 | 17 | 19 | 21 | 22 | 22 | 28 | 31 | 32 | 35 | 40 | 40 | 44 | 51 | 58 | 68 | 85 | 87 | 93 | 98 | 103 | 107 | 117 | 128 | 143 | 150 | 158 | 164 | 167 | 171 | 176 | 182 | 191 | 192 | 200 | 211 | 221 | 221 | 226 | 233 | 249 | 254 | 259 | 261 | 273 | 287 | 299 | 314 | 315 | 323 | 333 | 342 | 354 | 361 | 365 | 382 | 387 | 399 | 407 | 420 | 424 | 455 | 469 | 475 | 487 | 506 | 518 | 525 | 533 | 542 | 549 | 554 | 558 | 565 | 573 | 590 | 603 | 616 | 628 | 634 | 645 | 654 | 669 | 684 | 689 | 709 | 724 | 740 | 744 | 754 | 760 | 769 | 772 | 778 | 789 | 801 | 805 | 813 | 833 | 845 | 856 | 858 | 860 | 868 | 873 | 878 | 879 | 883 | 888 | 896 | 910 | 927 | 930 | 936 | 942 | 945 | 950 | 956 | 956 | 966 | 973 | 974 | 975 | 977 | 981 | 985 | 992 | 996 | 997 | 1002 | 1004 | 1007 | 1010 | 1011 | 1011 | 1011 | 1013 | 1013 | 1023 | 1027 | 1048 | 1051 | 1054 | 1057 | 1061 | 1067 | 1070 | 1075 | 1076 | 1078 | 1082 | 1083 | 1088 | 1091 | 1093 | 1094 | 1095 | 1098 | 1100 | 1100 | 1102 | 1102 | 1103 | 1106 | 1108 | 1111 | 1111 | 1112 | 1112 | 1112 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1115 | 1115 | 1115 | 1116 | 1116 | 1116 | 1119 | 1123 | 1125 | 1125 | 1125 | 1125 | 1127 | 1129 | 1129 | 1130 | 1132 | 1135 | 1139 | 1141 | 1144 | 1144 | 1146 | 1147 | 1151 | 1155 | 1155 | 1155 | 1155 | 1154 | 1158 | 1160 | 1162 | 1162 | 1163 | 1163 | 1163 | 1163 | 1163 | 1163 | 1165 | 1165 | 1166 | 1167 | 1168 | 1169 | 1169 | 1169 | 1171 | 1171 | 1173 | 1173 | 1176 | 1177 | 1179 | 1179 | 1180 | 1180 | 1181 | 1182 | 1184 | 1190 | 1190 | 1194 | 1197 | 1197 | 1200 | 1200 | 1201 | 1212 | 1218 | 1221 | 1227 | 1231 | 1236 | 1242 | 1246 | 1247 | 1254 | 1264 | 1267 | 1278 | 1289 | 1294 | 1302 | 1311 | 1318 | 1319 | 1324 | 1330 | 1342 | 1350 | 1358 | 1361 | 1373 | 1382 | 1405 | 1413 | 1420 | 1435 | 1449 | 1464 | 1478 | 1485 | 1490 | 1502 | 1504 | 1507 | 1522 | 1543 | 1547 | 1577 | 1578 | 1586 | 1607 | 1613 | 1618 | 1632 | 1641 | 1647 | 1667 | 1673 | 1694 | 1702 | 1710 | 1734 | 1747 | 1752 | 1761 | 1777 | 1787 | 1803 | 1813 | 1831 | 1839 | 1862 | 1874 | 1885 | 1891 | 1902 | 1905 | 1907 | 1915 | 1923 | 1939 | 1951 | 1954 | 1964 | 1969 | 1982 | 1988 | 1993 | 2001 | 2009 | 2013 | 2013 | 2016 | 2018 | 2027 | 2027 | 2027 | 2030 | 2030 | 2030 | 2031 | 2031 | 2036 | 2039 | 2041 | 2048 | 2049 | 2056 | 2057 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2059 | 2060 | 2060 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2062 | 2062 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2066 | 2066 | 2066 | 2066 | 2066 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2071 | 2071 | 2071 | 2071 | 2071 | 2071 | 2099 | 2099 | 2099 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2118 | 2118 | 2118 | 2118 | 2119 | 2119 | 2119 | 2119 | 2120 | 2120 | 2121 | 2121 | 2121 | 2121 | 2122 | 2122 | 2122 | 2122 | 2122 | 2122 | 2124 | 2124 | 2125 | 2125 | 2126 | 2126 | 2126 | 2127 | 2128 | 2128 | 2128 | 2130 | 2130 | 2132 | 2132 | 2134 | 2134 | 2139 | 2141 | 2149 | 2149 | 2149 | 2160 | 2163 | 2167 | 2178 | 2181 | 2185 | 2187 | 2192 | 2194 | 2195 | 2200 | 2211 | 2219 | 2219 | 2223 | 2229 | 2229 | 2244 | 2247 | 2247 | 2268 | 2276 | 2281 | 2288 | 2298 | 2308 | 2361 | 2454 | 2455 | 2469 | 2480 | 2488 | 2495 | 2522 | 2552 | 2556 | 2573 | 2578 | 2585 | 2588 | 2590 | 2598 | 2619 | 2637 | 2640 | 2640 | 2649 | 2654 | 2655 | 2661 | 2664 | 2666 | 2668 | 2671 | 2673 | 2677 | 2690 | 2695 | 2701 | 2721 | 2724 | 2724 | 2724 | 2724 | 2731 | 2731 | 2742 | 2743 | 2745 | 2747 | 2756 | 2756 | 2761 | 2761 | 2769 | 2804 | 2837 | 2838 | 2838 | 2840 | 2850 | 2855 | 2856 | 2882 | 2884 | 2884 | 2886 | 2892 | 2895 | 2895 | 2896 | 2898 | 2899 | 2900 | 2902 | 2902 | 2905 | 2906 | 2906 | 2914 | 2922 | 2933 | 2949 | 2960 | 2968 | 2968 | 2968 | 2973 | 2973 | 2973 | 2973 | 2974 | 2974 | 2974 | 2974 | 2975 | 2975 | 2975 | 2975 | 2976 | 2977 | 2978 | 2978 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2981 | 2981 | 2981 | 2981 | 2983 | 2983 | 2983 | 2984 | 2984 | 2984 | 2985 | 2985 | 2991 | 2991 | 2993 | 3014 | 3022 | 3024 | 3027 | 3030 | 3030 | 3030 | 3033 | 3033 | 3045 | 3053 | 3058 | 3066 | 3070 | 3071 | 3077 | 3085 | 3086 | 3092 | 3092 | 3092 | 3095 | 3103 | 3110 | 3116 | 3117 | 3117 | 3124 | 3124 | 3124 | 3126 | 3133 | 3134 | 3134 | 3134 | 3135 | 3135 | 3136 | 3136 | 3136 | 3136 | 3136 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3141 | 3141 | 3141 | 3141 | 3141 | 3141 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3148 | 3148 | 3148 | 3148 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3146 | 3146 | 3146 | 3146 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3154 | 3154 | 3154 | 3154 | 3154 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 |
| recovered | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 8 | 8 | 9 | 20 | 25 | 25 | 33 | 35 | 44 | 44 | 51 | 58 | 70 | 85 | 91 | 99 | 128 | 152 | 159 | 166 | 170 | 188 | 188 | 197 | 197 | 208 | 222 | 239 | 255 | 255 | 307 | 319 | 351 | 351 | 400 | 417 | 481 | 534 | 601 | 679 | 745 | 778 | 902 | 959 | 1070 | 1180 | 1320 | 1472 | 1594 | 1644 | 1734 | 1840 | 1907 | 2007 | 2174 | 2263 | 2311 | 2385 | 2501 | 2592 | 2697 | 2856 | 3007 | 3122 | 3240 | 3329 | 3535 | 3696 | 3826 | 3959 | 4040 | 4206 | 4351 | 4494 | 4891 | 5101 | 5220 | 5349 | 5623 | 5967 | 6307 | 6581 | 6718 | 6879 | 7109 | 7338 | 7613 | 7822 | 8253 | 8625 | 9007 | 9402 | 9746 | 10152 | 10801 | 11069 | 11462 | 11665 | 11828 | 12108 | 12373 | 12546 | 12795 | 13103 | 13447 | 13671 | 13792 | 13999 | 14292 | 14633 | 14938 | 15105 | 15333 | 15677 | 15815 | 16061 | 16559 | 16948 | 17374 | 18203 | 18764 | 19004 | 19270 | 19565 | 20087 | 20308 | 20663 | 31851 | 32165 | 32430 | 32637 | 33044 | 33186 | 33346 | 33609 | 33943 | 34309 | 35998 | 36290 | 36497 | 36834 | 37051 | 37304 | 37569 | 37885 | 38767 | 38945 | 39257 | 39964 | 40281 | 40726 | 41017 | 41314 | 41513 | 41638 | 42010 | 42439 | 42627 | 42816 | 42922 | 43013 | 43231 | 43334 | 43610 | 43810 | 43998 | 44088 | 44152 | 44337 | 44430 | 47872 | 48092 | 48305 | 48431 | 48569 | 48674 | 48836 | 48985 | 49098 | 49606 | 49722 | 49794 | 49895 | 49937 | 50358 | 50452 | 50593 | 50718 | 50768 | 50951 | 51308 | 51403 | 51551 | 51614 | 51711 | 51735 | 51943 | 52006 | 52143 | 52194 | 52304 | 56557 | 56611 | 56697 | 56797 | 56880 | 56985 | 57190 | 57285 | 57465 | 57571 | 57916 | 58095 | 58249 | 58430 | 58675 | 58790 | 59328 | 59634 | 59675 | 59748 | 59844 | 59884 | 59910 | 60069 | 60333 | 60737 | 60790 | 60936 | 61029 | 61073 | 61162 | 61337 | 61457 | 61573 | 61782 | 61884 | 62076 | 62241 | 62311 | 62493 | 62585 | 62686 | 62819 | 63055 | 63282 | 63430 | 63839 | 64291 | 64467 | 64650 | 64774 | 64947 | 65110 | 65242 | 65474 | 65722 | 65850 | 66090 | 66314 | 66494 | 66775 | 67110 | 67484 | 67784 | 68303 | 68493 | 68879 | 69274 | 69651 | 70248 | 70495 | 71034 | 71357 | 71937 | 73322 | 73713 | 74373 | 74789 | 75044 | 75699 | 76396 | 77299 | 77982 | 78552 | 79417 | 80030 | 80491 | 81574 | 82555 | 83830 | 84535 | 85367 | 89317 | 89939 | 91200 | 92336 | 93646 | 94130 | 95901 | 97228 | 98359 | 99276 | 100365 | 100853 | 102780 | 103712 | 104989 | 106275 | 107551 | 108657 | 110449 | 111639 | 112557 | 113525 | 114635 | 115755 | 116947 | 118012 | 118866 | 120399 | 120838 | 123009 | 124483 | 125722 | 126417 | 127524 | 128005 | 128619 | 129300 | 129943 | 130818 | 131699 | 132544 | 133256 | 133768 | 133904 | 134551 | 135812 | 136335 | 137025 | 137645 | 137890 | 138502 | 139056 | 139983 | 142404 | 144059 | 144714 | 145399 | 145752 | 146072 | 146395 | 146890 | 147581 | 147775 | 147899 | 148125 | 148530 | 148726 | 149882 | 149986 | 150205 | 150308 | 150466 | 151532 | 151648 | 151708 | 151835 | 151853 | 151998 | 152045 | 153630 | 153788 | 154005 | 154073 | 154098 | 154107 | 154177 | 154225 | 154270 | 154285 | 154304 | 154325 | 154332 | 154384 | 154406 | 154441 | 154578 | 154643 | 154687 | 154926 | 154963 | 155012 | 155021 | 155041 | 155101 | 155101 | 155109 | 155371 | 155371 | 155403 | 155424 | 155454 | 156250 | 156297 | 156318 | 156358 | 156374 | 156387 | 156399 | 156412 | 156413 | 156415 | 156415 | 156456 | 156459 | 156462 | 156468 | 156476 | 156492 | 156528 | 156529 | 156535 | 156546 | 156557 | 156558 | 158781 | 159935 | 159946 | 162521 | 162584 | 162994 | 163096 | 163190 | 163259 | 163331 | 163331 | 163430 | 163436 | 163463 | 163469 | 163483 | 163528 | 163535 | 163540 | 163550 | 163557 | 163797 | 163913 | 163917 | 163933 | 163937 | 163946 | 163949 | 163984 | 163985 | 164244 | 164273 | 164369 | 164378 | 164382 | 164400 | 164405 | 164408 | 164415 | 164423 | 164431 | 164439 | 164476 | 164623 | 164652 | 164662 | 164666 | 164672 | 164699 | 164720 | 164733 | 164733 | 164772 | 164772 | 164788 | 164789 | 164798 | 164837 | 164886 | 164930 | 164978 | 164994 | 165005 | 165037 | 165122 | 165208 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| confirmed | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 8 | 8 | 12 | 22 | 30 | 40 | 44 | 51 | 65 | 70 | 89 | 111 | 131 | 135 | 174 | 184 | 210 | 214 | 232 | 238 | 254 | 276 | 288 | 305 | 318 | 323 | 343 | 373 | 407 | 442 | 493 | 542 | 627 | 665 | 665 | 873 | 981 | 1095 | 1182 | 1273 | 1337 | 1532 | 1728 | 1932 | 2170 | 2388 | 2558 | 2802 | 2950 | 3145 | 3526 | 3912 | 4151 | 4399 | 4641 | 4787 | 4971 | 5162 | 5450 | 5621 | 5959 | 6175 | 6401 | 6677 | 7016 | 7261 | 7526 | 7839 | 8068 | 8344 | 8733 | 8915 | 9302 | 9855 | 10162 | 10578 | 10819 | 11166 | 11516 | 11844 | 12233 | 12486 | 12801 | 13464 | 13873 | 14554 | 15181 | 15682 | 16085 | 16658 | 17148 | 17735 | 18480 | 19147 | 19808 | 20244 | 20919 | 21371 | 22020 | 22614 | 23298 | 24077 | 24567 | 25133 | 25694 | 26484 | 27110 | 27564 | 28167 | 28711 | 29286 | 29789 | 30249 | 30748 | 31323 | 31987 | 32558 | 33153 | 33616 | 34259 | 34854 | 35454 | 36107 | 36663 | 37225 | 37801 | 38344 | 38948 | 39539 | 39977 | 40532 | 41180 | 41804 | 42208 | 42689 | 43151 | 43537 | 43841 | 44129 | 44433 | 44890 | 45244 | 45687 | 46140 | 46577 | 46867 | 47290 | 47743 | 48116 | 48445 | 48770 | 49068 | 49485 | 49895 | 50488 | 50964 | 51304 | 51905 | 52227 | 52548 | 52800 | 53021 | 53317 | 53477 | 53727 | 53865 | 54008 | 54247 | 54463 | 54588 | 54743 | 54905 | 55005 | 55160 | 55456 | 55632 | 55829 | 56017 | 56177 | 56256 | 56388 | 56478 | 56604 | 56735 | 56956 | 57145 | 57242 | 57437 | 57613 | 57724 | 57849 | 58062 | 58198 | 58324 | 58460 | 58647 | 58848 | 59001 | 59127 | 59287 | 59345 | 59465 | 59583 | 59738 | 59841 | 59992 | 60103 | 60266 | 60430 | 60655 | 60834 | 60982 | 61194 | 61307 | 61440 | 61558 | 61630 | 61667 | 61805 | 61882 | 61930 | 61992 | 62111 | 62224 | 62371 | 62521 | 62691 | 62853 | 62964 | 63036 | 63173 | 63328 | 63508 | 63731 | 63790 | 64090 | 64184 | 64336 | 64516 | 64728 | 64884 | 64996 | 65148 | 65305 | 65457 | 65693 | 65839 | 65982 | 66228 | 66383 | 66439 | 66607 | 66805 | 66974 | 67220 | 67330 | 67412 | 67557 | 67838 | 67960 | 68303 | 68627 | 68937 | 69255 | 69645 | 70195 | 70669 | 71344 | 72140 | 72757 | 73175 | 73374 | 74132 | 75062 | 76207 | 77013 | 77933 | 78434 | 78790 | 79789 | 80922 | 81963 | 82747 | 83576 | 84414 | 84811 | 85560 | 86576 | 87607 | 88587 | 89163 | 90080 | 91351 | 92705 | 94369 | 95934 | 97478 | 99063 | 100087 | 101331 | 102601 | 103999 | 105478 | 107345 | 108943 | 110387 | 112004 | 113305 | 114691 | 116655 | 118138 | 120602 | 121566 | 122996 | 124299 | 126160 | 127024 | 128674 | 130557 | 131242 | 131918 | 133552 | 134690 | 136030 | 137654 | 139242 | 139748 | 140391 | 141447 | 142578 | 143516 | 144521 | 145664 | 146184 | 146928 | 148296 | 149369 | 150246 | 150908 | 151553 | 152074 | 152616 | 153187 | 153842 | 154476 | 155076 | 155417 | 155657 | 156017 | 156496 | 156960 | 157671 | 158042 | 158237 | 158506 | 158906 | 159252 | 159646 | 159933 | 160332 | 160537 | 160657 | 160895 | 161074 | 161261 | 161409 | 161539 | 161651 | 161737 | 161868 | 162076 | 162178 | 162275 | 162388 | 162489 | 162593 | 162641 | 162762 | 162891 | 162997 | 163063 | 163113 | 163195 | 163330 | 163388 | 163498 | 163581 | 163652 | 163736 | 163799 | 163837 | 163911 | 164000 | 164080 | 164147 | 164207 | 164233 | 164303 | 164423 | 164488 | 164588 | 164633 | 164684 | 164719 | 164756 | 164912 | 164993 | 165055 | 165110 | 165110 | 165153 | 165199 | 165215 | 165273 | 165301 | 165340 | 165370 | 165419 | 165468 | 165515 | 165559 | 165612 | 165661 | 165702 | 165709 | 165778 | 165778 | 165852 | 165901 | 165944 | 165979 | 166019 | 166061 | 166098 | 166146 | 166191 | 166254 | 166285 | 166315 | 166518 | 166534 | 166560 | 166682 | 166730 | 166756 | 166767 | 166816 | 166918 | 166982 | 166982 | 167051 | 167059 | 167066 | 167078 | 167095 | 167103 | 167142 | 167155 | 167206 | 167206 | 167292 | 167331 | 167375 | 167401 | 167430 | 167465 | 167467 | 167532 | 167543 | 167618 | 167692 | 167732 | 167803 | 167859 | 167909 | 168000 | 168110 | 168256 | 168442 | 168540 | 168552 | 168713 | 168867 | 168915 | 169074 | 169206 | 169329 | 169532 | 169678 | 169884 | 169884 | 170306 | 170306 | 170895 | 171111 | 171324 | 171728 | 172263 | 172821 | 173411 | 173908 | 174315 | 174759 | 175264 | 176011 | 176577 | 177142 | 177615 | 178086 | 178508 | 179118 | 179908 | 180661 | 181297 | 181962 | 182503 | 183087 | 183444 | 183444 | 185267 | 185571 | 185571 | 187023 | 187588 | 188243 | 188880 | 189715 | 190333 | 190983 | 191345 | 191805 | 192431 | 193013 | 193644 | 194088 | 195052 | 195511 | 195890 | 196487 | 197046 | 197773 | 198239 | 198786 | 199151 | 199538 | 200057 | 200356 | 200356 | 201294 | 201630 | 201798 | 202191 | 202704 | 203081 | 203514 | 203991 | 204201 | 204456 | 204752 | 205047 | 205484 | 205779 | 205940 | 206064 | 206138 | 206279 | 206561 | 206561 | 207167 | 207479 | 207618 | 207694 | 207978 | 207979 | 208404 | 208404 | 208797 | 209173 | 209298 | 209387 | 209546 | 209713 | 209960 | 210136 | 210295 | 210460 | 211171 | 211330 | 211496 | 211678 | 211798 | 211887 | 211961 | 212051 | 212150 | 212359 | 212446 | 212511 | 212627 | 212713 | 212765 | 212829 | 212894 | 212947 | 213076 | 213127 | 213147 | 213177 | 213177 | 213403 | 213464 | 213487 | 213532 | 213589 | 213589 | 213677 | 213677 | 213883 | 213883 | 213924 | 213982 | 214113 | 214218 | 214270 | 214270 | 214513 | 214567 | 214622 | 214789 | 214896 | 215164 | 215164 | 216451 | 217063 | 217481 | 217481 | 218596 | 220020 | 221071 | 222655 | 222655 | 223483 | 225255 | 225255 | 231413 | 233353 | 234709 | 236014 | 237561 | 238420 | 239019 | 240387 | 241513 | 241513 | 242877 | 242877 | 244120 | 244548 | 245404 | 246195 | 247009 | 247775 | 248312 | 248732 | 249154 | 249586 | 250009 | 250009 | 250628 | 250929 | 251178 | 251341 | 251571 | 251571 | 251930 | 251959 | 252187 | 252428 | 252678 | 252753 | 252753 | 252912 | 253001 | 253023 | 253181 | 253340 | 253405 | 253405 | 253540 | 253685 | 253727 | 253780 | 253838 | 253875 | 253875 | 253923 | 253978 | 254016 | 254016 | 254124 | 254137 | 254137 | 254221 | 254243 | 254243 | 254293 | 254352 | 254352 | 254428 | 254428 | 254501 | 254525 | 254560 | 254570 | 254598 | 254606 | 254637 | 254637 | 254640 | 254659 | 254777 | 254777 | 254861 | 254894 | 254953 | 254953 | 254989 | 255001 | 255001 | 255092 | 255103 | 255103 | 255103 | 255103 | 255190 | 255244 | 255244 | 255244 | 255296 | 255296 | 255341 | 255341 | 255415 | 255415 | 255468 | 255468 | 255468 | 255468 | 255516 | 255516 | 255575 | 255575 | 255606 | 255606 | 255633 | 255663 | 255633 | 255646 | 255646 | 255648 | 255648 | 255648 | 255670 | 255670 | 255679 | 255685 | 255685 | 255685 | 255685 | 255685 | 255685 | 255716 | 255716 | 255716 | 255753 | 255753 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255802 | 255802 | 255836 | 255836 | 255859 | 255859 | 255859 | 255859 | 255889 | 255924 | 255924 | 255937 | 255937 | 255937 | 255972 | 255972 | 256004 | 256028 | 256028 | 256028 | 256028 | 256028 | 256028 | 256113 | 256113 | 256148 | 256148 | 256148 | 256227 | 256227 | 256264 | 256264 | 256352 | 256352 | 256352 | 256404 | 256404 | 256467 | 256467 | 256573 | 256573 | 256573 | 256711 | 256711 | 256711 | 256711 | 256958 | 256958 | 256958 | 256958 | 256958 | 257290 | 257290 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 258517 | 258517 | 258517 | 258874 | 258874 | 258934 | 258934 | 259007 | 259007 | 259007 | 259485 | 259485 | 259720 | 259720 | 260339 | 260339 | 260339 | 260764 | 260764 | 260977 | 260977 | 260977 | 260977 | 260977 | 261473 | 261473 | 261473 | 261473 | 261473 | 261885 | 261885 | 261885 | 261885 | 262402 | 262402 | 262520 | 262520 | 262520 | 262664 | 262664 | 262748 | 262748 | 262912 | 262912 | 262912 | 263090 | 263090 | 263322 | 263322 | 263407 | 263407 | 263407 | 263526 | 263526 | 263694 | 263694 | 263867 | 263867 | 263867 | 264014 | 264014 | 264299 | 264299 | 264299 | 264450 | 264450 | 264617 | 264617 | 264744 | 264744 | 264933 | 264933 | 264933 | 265008 | 265008 | 265090 | 265090 | 265186 | 265186 | 265186 | 265316 | 265316 | 265382 | 265382 | 265431 | 265431 | 265431 | 265505 | 265505 | 265741 | 265741 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265937 |
#Checking for Null Values
nigeria_timeseries.isnull().sum(axis=1)
deaths 0 recovered 0 confirmed 0 dtype: int64
nigeria_timeseries
| Country/Region | Lat | Long | 1/22/20 | 1/23/20 | 1/24/20 | 1/25/20 | 1/26/20 | 1/27/20 | 1/28/20 | 1/29/20 | 1/30/20 | 1/31/20 | 2/1/20 | 2/2/20 | 2/3/20 | 2/4/20 | 2/5/20 | 2/6/20 | 2/7/20 | 2/8/20 | 2/9/20 | 2/10/20 | 2/11/20 | 2/12/20 | 2/13/20 | 2/14/20 | 2/15/20 | 2/16/20 | 2/17/20 | 2/18/20 | 2/19/20 | 2/20/20 | 2/21/20 | 2/22/20 | 2/23/20 | 2/24/20 | 2/25/20 | 2/26/20 | 2/27/20 | 2/28/20 | 2/29/20 | 3/1/20 | 3/2/20 | 3/3/20 | 3/4/20 | 3/5/20 | 3/6/20 | 3/7/20 | 3/8/20 | 3/9/20 | 3/10/20 | 3/11/20 | 3/12/20 | 3/13/20 | 3/14/20 | 3/15/20 | 3/16/20 | 3/17/20 | 3/18/20 | 3/19/20 | 3/20/20 | 3/21/20 | 3/22/20 | 3/23/20 | 3/24/20 | 3/25/20 | 3/26/20 | 3/27/20 | 3/28/20 | 3/29/20 | 3/30/20 | 3/31/20 | 4/1/20 | 4/2/20 | 4/3/20 | 4/4/20 | 4/5/20 | 4/6/20 | 4/7/20 | 4/8/20 | 4/9/20 | 4/10/20 | 4/11/20 | 4/12/20 | 4/13/20 | 4/14/20 | 4/15/20 | 4/16/20 | 4/17/20 | 4/18/20 | 4/19/20 | 4/20/20 | 4/21/20 | 4/22/20 | 4/23/20 | 4/24/20 | 4/25/20 | 4/26/20 | 4/27/20 | 4/28/20 | 4/29/20 | 4/30/20 | 5/1/20 | 5/2/20 | 5/3/20 | 5/4/20 | 5/5/20 | 5/6/20 | 5/7/20 | 5/8/20 | 5/9/20 | 5/10/20 | 5/11/20 | 5/12/20 | 5/13/20 | 5/14/20 | 5/15/20 | 5/16/20 | 5/17/20 | 5/18/20 | 5/19/20 | 5/20/20 | 5/21/20 | 5/22/20 | 5/23/20 | 5/24/20 | 5/25/20 | 5/26/20 | 5/27/20 | 5/28/20 | 5/29/20 | 5/30/20 | 5/31/20 | 6/1/20 | 6/2/20 | 6/3/20 | 6/4/20 | 6/5/20 | 6/6/20 | 6/7/20 | 6/8/20 | 6/9/20 | 6/10/20 | 6/11/20 | 6/12/20 | 6/13/20 | 6/14/20 | 6/15/20 | 6/16/20 | 6/17/20 | 6/18/20 | 6/19/20 | 6/20/20 | 6/21/20 | 6/22/20 | 6/23/20 | 6/24/20 | 6/25/20 | 6/26/20 | 6/27/20 | 6/28/20 | 6/29/20 | 6/30/20 | 7/1/20 | 7/2/20 | 7/3/20 | 7/4/20 | 7/5/20 | 7/6/20 | 7/7/20 | 7/8/20 | 7/9/20 | 7/10/20 | 7/11/20 | 7/12/20 | 7/13/20 | 7/14/20 | 7/15/20 | 7/16/20 | 7/17/20 | 7/18/20 | 7/19/20 | 7/20/20 | 7/21/20 | 7/22/20 | 7/23/20 | 7/24/20 | 7/25/20 | 7/26/20 | 7/27/20 | 7/28/20 | 7/29/20 | 7/30/20 | 7/31/20 | 8/1/20 | 8/2/20 | 8/3/20 | 8/4/20 | 8/5/20 | 8/6/20 | 8/7/20 | 8/8/20 | 8/9/20 | 8/10/20 | 8/11/20 | 8/12/20 | 8/13/20 | 8/14/20 | 8/15/20 | 8/16/20 | 8/17/20 | 8/18/20 | 8/19/20 | 8/20/20 | 8/21/20 | 8/22/20 | 8/23/20 | 8/24/20 | 8/25/20 | 8/26/20 | 8/27/20 | 8/28/20 | 8/29/20 | 8/30/20 | 8/31/20 | 9/1/20 | 9/2/20 | 9/3/20 | 9/4/20 | 9/5/20 | 9/6/20 | 9/7/20 | 9/8/20 | 9/9/20 | 9/10/20 | 9/11/20 | 9/12/20 | 9/13/20 | 9/14/20 | 9/15/20 | 9/16/20 | 9/17/20 | 9/18/20 | 9/19/20 | 9/20/20 | 9/21/20 | 9/22/20 | 9/23/20 | 9/24/20 | 9/25/20 | 9/26/20 | 9/27/20 | 9/28/20 | 9/29/20 | 9/30/20 | 10/1/20 | 10/2/20 | 10/3/20 | 10/4/20 | 10/5/20 | 10/6/20 | 10/7/20 | 10/8/20 | 10/9/20 | 10/10/20 | 10/11/20 | 10/12/20 | 10/13/20 | 10/14/20 | 10/15/20 | 10/16/20 | 10/17/20 | 10/18/20 | 10/19/20 | 10/20/20 | 10/21/20 | 10/22/20 | 10/23/20 | 10/24/20 | 10/25/20 | 10/26/20 | 10/27/20 | 10/28/20 | 10/29/20 | 10/30/20 | 10/31/20 | 11/1/20 | 11/2/20 | 11/3/20 | 11/4/20 | 11/5/20 | 11/6/20 | 11/7/20 | 11/8/20 | 11/9/20 | 11/10/20 | 11/11/20 | 11/12/20 | 11/13/20 | 11/14/20 | 11/15/20 | 11/16/20 | 11/17/20 | 11/18/20 | 11/19/20 | 11/20/20 | 11/21/20 | 11/22/20 | 11/23/20 | 11/24/20 | 11/25/20 | 11/26/20 | 11/27/20 | 11/28/20 | 11/29/20 | 11/30/20 | 12/1/20 | 12/2/20 | 12/3/20 | 12/4/20 | 12/5/20 | 12/6/20 | 12/7/20 | 12/8/20 | 12/9/20 | 12/10/20 | 12/11/20 | 12/12/20 | 12/13/20 | 12/14/20 | 12/15/20 | 12/16/20 | 12/17/20 | 12/18/20 | 12/19/20 | 12/20/20 | 12/21/20 | 12/22/20 | 12/23/20 | 12/24/20 | 12/25/20 | 12/26/20 | 12/27/20 | 12/28/20 | 12/29/20 | 12/30/20 | 12/31/20 | 1/1/21 | 1/2/21 | 1/3/21 | 1/4/21 | 1/5/21 | 1/6/21 | 1/7/21 | 1/8/21 | 1/9/21 | 1/10/21 | 1/11/21 | 1/12/21 | 1/13/21 | 1/14/21 | 1/15/21 | 1/16/21 | 1/17/21 | 1/18/21 | 1/19/21 | 1/20/21 | 1/21/21 | 1/22/21 | 1/23/21 | 1/24/21 | 1/25/21 | 1/26/21 | 1/27/21 | 1/28/21 | 1/29/21 | 1/30/21 | 1/31/21 | 2/1/21 | 2/2/21 | 2/3/21 | 2/4/21 | 2/5/21 | 2/6/21 | 2/7/21 | 2/8/21 | 2/9/21 | 2/10/21 | 2/11/21 | 2/12/21 | 2/13/21 | 2/14/21 | 2/15/21 | 2/16/21 | 2/17/21 | 2/18/21 | 2/19/21 | 2/20/21 | 2/21/21 | 2/22/21 | 2/23/21 | 2/24/21 | 2/25/21 | 2/26/21 | 2/27/21 | 2/28/21 | 3/1/21 | 3/2/21 | 3/3/21 | 3/4/21 | 3/5/21 | 3/6/21 | 3/7/21 | 3/8/21 | 3/9/21 | 3/10/21 | 3/11/21 | 3/12/21 | 3/13/21 | 3/14/21 | 3/15/21 | 3/16/21 | 3/17/21 | 3/18/21 | 3/19/21 | 3/20/21 | 3/21/21 | 3/22/21 | 3/23/21 | 3/24/21 | 3/25/21 | 3/26/21 | 3/27/21 | 3/28/21 | 3/29/21 | 3/30/21 | 3/31/21 | 4/1/21 | 4/2/21 | 4/3/21 | 4/4/21 | 4/5/21 | 4/6/21 | 4/7/21 | 4/8/21 | 4/9/21 | 4/10/21 | 4/11/21 | 4/12/21 | 4/13/21 | 4/14/21 | 4/15/21 | 4/16/21 | 4/17/21 | 4/18/21 | 4/19/21 | 4/20/21 | 4/21/21 | 4/22/21 | 4/23/21 | 4/24/21 | 4/25/21 | 4/26/21 | 4/27/21 | 4/28/21 | 4/29/21 | 4/30/21 | 5/1/21 | 5/2/21 | 5/3/21 | 5/4/21 | 5/5/21 | 5/6/21 | 5/7/21 | 5/8/21 | 5/9/21 | 5/10/21 | 5/11/21 | 5/12/21 | 5/13/21 | 5/14/21 | 5/15/21 | 5/16/21 | 5/17/21 | 5/18/21 | 5/19/21 | 5/20/21 | 5/21/21 | 5/22/21 | 5/23/21 | 5/24/21 | 5/25/21 | 5/26/21 | 5/27/21 | 5/28/21 | 5/29/21 | 5/30/21 | 5/31/21 | 6/1/21 | 6/2/21 | 6/3/21 | 6/4/21 | 6/5/21 | 6/6/21 | 6/7/21 | 6/8/21 | 6/9/21 | 6/10/21 | 6/11/21 | 6/12/21 | 6/13/21 | 6/14/21 | 6/15/21 | 6/16/21 | 6/17/21 | 6/18/21 | 6/19/21 | 6/20/21 | 6/21/21 | 6/22/21 | 6/23/21 | 6/24/21 | 6/25/21 | 6/26/21 | 6/27/21 | 6/28/21 | 6/29/21 | 6/30/21 | 7/1/21 | 7/2/21 | 7/3/21 | 7/4/21 | 7/5/21 | 7/6/21 | 7/7/21 | 7/8/21 | 7/9/21 | 7/10/21 | 7/11/21 | 7/12/21 | 7/13/21 | 7/14/21 | 7/15/21 | 7/16/21 | 7/17/21 | 7/18/21 | 7/19/21 | 7/20/21 | 7/21/21 | 7/22/21 | 7/23/21 | 7/24/21 | 7/25/21 | 7/26/21 | 7/27/21 | 7/28/21 | 7/29/21 | 7/30/21 | 7/31/21 | 8/1/21 | 8/2/21 | 8/3/21 | 8/4/21 | 8/5/21 | 8/6/21 | 8/7/21 | 8/8/21 | 8/9/21 | 8/10/21 | 8/11/21 | 8/12/21 | 8/13/21 | 8/14/21 | 8/15/21 | 8/16/21 | 8/17/21 | 8/18/21 | 8/19/21 | 8/20/21 | 8/21/21 | 8/22/21 | 8/23/21 | 8/24/21 | 8/25/21 | 8/26/21 | 8/27/21 | 8/28/21 | 8/29/21 | 8/30/21 | 8/31/21 | 9/1/21 | 9/2/21 | 9/3/21 | 9/4/21 | 9/5/21 | 9/6/21 | 9/7/21 | 9/8/21 | 9/9/21 | 9/10/21 | 9/11/21 | 9/12/21 | 9/13/21 | 9/14/21 | 9/15/21 | 9/16/21 | 9/17/21 | 9/18/21 | 9/19/21 | 9/20/21 | 9/21/21 | 9/22/21 | 9/23/21 | 9/24/21 | 9/25/21 | 9/26/21 | 9/27/21 | 9/28/21 | 9/29/21 | 9/30/21 | 10/1/21 | 10/2/21 | 10/3/21 | 10/4/21 | 10/5/21 | 10/6/21 | 10/7/21 | 10/8/21 | 10/9/21 | 10/10/21 | 10/11/21 | 10/12/21 | 10/13/21 | 10/14/21 | 10/15/21 | 10/16/21 | 10/17/21 | 10/18/21 | 10/19/21 | 10/20/21 | 10/21/21 | 10/22/21 | 10/23/21 | 10/24/21 | 10/25/21 | 10/26/21 | 10/27/21 | 10/28/21 | 10/29/21 | 10/30/21 | 10/31/21 | 11/1/21 | 11/2/21 | 11/3/21 | 11/4/21 | 11/5/21 | 11/6/21 | 11/7/21 | 11/8/21 | 11/9/21 | 11/10/21 | 11/11/21 | 11/12/21 | 11/13/21 | 11/14/21 | 11/15/21 | 11/16/21 | 11/17/21 | 11/18/21 | 11/19/21 | 11/20/21 | 11/21/21 | 11/22/21 | 11/23/21 | 11/24/21 | 11/25/21 | 11/26/21 | 11/27/21 | 11/28/21 | 11/29/21 | 11/30/21 | 12/1/21 | 12/2/21 | 12/3/21 | 12/4/21 | 12/5/21 | 12/6/21 | 12/7/21 | 12/8/21 | 12/9/21 | 12/10/21 | 12/11/21 | 12/12/21 | 12/13/21 | 12/14/21 | 12/15/21 | 12/16/21 | 12/17/21 | 12/18/21 | 12/19/21 | 12/20/21 | 12/21/21 | 12/22/21 | 12/23/21 | 12/24/21 | 12/25/21 | 12/26/21 | 12/27/21 | 12/28/21 | 12/29/21 | 12/30/21 | 12/31/21 | 1/1/22 | 1/2/22 | 1/3/22 | 1/4/22 | 1/5/22 | 1/6/22 | 1/7/22 | 1/8/22 | 1/9/22 | 1/10/22 | 1/11/22 | 1/12/22 | 1/13/22 | 1/14/22 | 1/15/22 | 1/16/22 | 1/17/22 | 1/18/22 | 1/19/22 | 1/20/22 | 1/21/22 | 1/22/22 | 1/23/22 | 1/24/22 | 1/25/22 | 1/26/22 | 1/27/22 | 1/28/22 | 1/29/22 | 1/30/22 | 1/31/22 | 2/1/22 | 2/2/22 | 2/3/22 | 2/4/22 | 2/5/22 | 2/6/22 | 2/7/22 | 2/8/22 | 2/9/22 | 2/10/22 | 2/11/22 | 2/12/22 | 2/13/22 | 2/14/22 | 2/15/22 | 2/16/22 | 2/17/22 | 2/18/22 | 2/19/22 | 2/20/22 | 2/21/22 | 2/22/22 | 2/23/22 | 2/24/22 | 2/25/22 | 2/26/22 | 2/27/22 | 2/28/22 | 3/1/22 | 3/2/22 | 3/3/22 | 3/4/22 | 3/5/22 | 3/6/22 | 3/7/22 | 3/8/22 | 3/9/22 | 3/10/22 | 3/11/22 | 3/12/22 | 3/13/22 | 3/14/22 | 3/15/22 | 3/16/22 | 3/17/22 | 3/18/22 | 3/19/22 | 3/20/22 | 3/21/22 | 3/22/22 | 3/23/22 | 3/24/22 | 3/25/22 | 3/26/22 | 3/27/22 | 3/28/22 | 3/29/22 | 3/30/22 | 3/31/22 | 4/1/22 | 4/2/22 | 4/3/22 | 4/4/22 | 4/5/22 | 4/6/22 | 4/7/22 | 4/8/22 | 4/9/22 | 4/10/22 | 4/11/22 | 4/12/22 | 4/13/22 | 4/14/22 | 4/15/22 | 4/16/22 | 4/17/22 | 4/18/22 | 4/19/22 | 4/20/22 | 4/21/22 | 4/22/22 | 4/23/22 | 4/24/22 | 4/25/22 | 4/26/22 | 4/27/22 | 4/28/22 | 4/29/22 | 4/30/22 | 5/1/22 | 5/2/22 | 5/3/22 | 5/4/22 | 5/5/22 | 5/6/22 | 5/7/22 | 5/8/22 | 5/9/22 | 5/10/22 | 5/11/22 | 5/12/22 | 5/13/22 | 5/14/22 | 5/15/22 | 5/16/22 | 5/17/22 | 5/18/22 | 5/19/22 | 5/20/22 | 5/21/22 | 5/22/22 | 5/23/22 | 5/24/22 | 5/25/22 | 5/26/22 | 5/27/22 | 5/28/22 | 5/29/22 | 5/30/22 | 5/31/22 | 6/1/22 | 6/2/22 | 6/3/22 | 6/4/22 | 6/5/22 | 6/6/22 | 6/7/22 | 6/8/22 | 6/9/22 | 6/10/22 | 6/11/22 | 6/12/22 | 6/13/22 | 6/14/22 | 6/15/22 | 6/16/22 | 6/17/22 | 6/18/22 | 6/19/22 | 6/20/22 | 6/21/22 | 6/22/22 | 6/23/22 | 6/24/22 | 6/25/22 | 6/26/22 | 6/27/22 | 6/28/22 | 6/29/22 | 6/30/22 | 7/1/22 | 7/2/22 | 7/3/22 | 7/4/22 | 7/5/22 | 7/6/22 | 7/7/22 | 7/8/22 | 7/9/22 | 7/10/22 | 7/11/22 | 7/12/22 | 7/13/22 | 7/14/22 | 7/15/22 | 7/16/22 | 7/17/22 | 7/18/22 | 7/19/22 | 7/20/22 | 7/21/22 | 7/22/22 | 7/23/22 | 7/24/22 | 7/25/22 | 7/26/22 | 7/27/22 | 7/28/22 | 7/29/22 | 7/30/22 | 7/31/22 | 8/1/22 | 8/2/22 | 8/3/22 | 8/4/22 | 8/5/22 | 8/6/22 | 8/7/22 | 8/8/22 | 8/9/22 | 8/10/22 | 8/11/22 | 8/12/22 | 8/13/22 | 8/14/22 | 8/15/22 | 8/16/22 | 8/17/22 | 8/18/22 | 8/19/22 | 8/20/22 | 8/21/22 | 8/22/22 | 8/23/22 | 8/24/22 | 8/25/22 | 8/26/22 | 8/27/22 | 8/28/22 | 8/29/22 | 8/30/22 | 8/31/22 | 9/1/22 | 9/2/22 | 9/3/22 | 9/4/22 | 9/5/22 | 9/6/22 | 9/7/22 | 9/8/22 | 9/9/22 | 9/10/22 | 9/11/22 | 9/12/22 | 9/13/22 | 9/14/22 | 9/15/22 | 9/16/22 | 9/17/22 | 9/18/22 | 9/19/22 | 9/20/22 | 9/21/22 | 9/22/22 | 9/23/22 | 9/24/22 | 9/25/22 | 9/26/22 | 9/27/22 | 9/28/22 | 9/29/22 | 9/30/22 | 10/1/22 | 10/2/22 | 10/3/22 | 10/4/22 | 10/5/22 | 10/6/22 | 10/7/22 | 10/8/22 | 10/9/22 | 10/10/22 | 10/11/22 | 10/12/22 | 10/13/22 | 10/14/22 | 10/15/22 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| deaths | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 6 | 6 | 7 | 7 | 10 | 10 | 10 | 11 | 12 | 13 | 17 | 19 | 21 | 22 | 22 | 28 | 31 | 32 | 35 | 40 | 40 | 44 | 51 | 58 | 68 | 85 | 87 | 93 | 98 | 103 | 107 | 117 | 128 | 143 | 150 | 158 | 164 | 167 | 171 | 176 | 182 | 191 | 192 | 200 | 211 | 221 | 221 | 226 | 233 | 249 | 254 | 259 | 261 | 273 | 287 | 299 | 314 | 315 | 323 | 333 | 342 | 354 | 361 | 365 | 382 | 387 | 399 | 407 | 420 | 424 | 455 | 469 | 475 | 487 | 506 | 518 | 525 | 533 | 542 | 549 | 554 | 558 | 565 | 573 | 590 | 603 | 616 | 628 | 634 | 645 | 654 | 669 | 684 | 689 | 709 | 724 | 740 | 744 | 754 | 760 | 769 | 772 | 778 | 789 | 801 | 805 | 813 | 833 | 845 | 856 | 858 | 860 | 868 | 873 | 878 | 879 | 883 | 888 | 896 | 910 | 927 | 930 | 936 | 942 | 945 | 950 | 956 | 956 | 966 | 973 | 974 | 975 | 977 | 981 | 985 | 992 | 996 | 997 | 1002 | 1004 | 1007 | 1010 | 1011 | 1011 | 1011 | 1013 | 1013 | 1023 | 1027 | 1048 | 1051 | 1054 | 1057 | 1061 | 1067 | 1070 | 1075 | 1076 | 1078 | 1082 | 1083 | 1088 | 1091 | 1093 | 1094 | 1095 | 1098 | 1100 | 1100 | 1102 | 1102 | 1103 | 1106 | 1108 | 1111 | 1111 | 1112 | 1112 | 1112 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1113 | 1115 | 1115 | 1115 | 1116 | 1116 | 1116 | 1119 | 1123 | 1125 | 1125 | 1125 | 1125 | 1127 | 1129 | 1129 | 1130 | 1132 | 1135 | 1139 | 1141 | 1144 | 1144 | 1146 | 1147 | 1151 | 1155 | 1155 | 1155 | 1155 | 1154 | 1158 | 1160 | 1162 | 1162 | 1163 | 1163 | 1163 | 1163 | 1163 | 1163 | 1165 | 1165 | 1166 | 1167 | 1168 | 1169 | 1169 | 1169 | 1171 | 1171 | 1173 | 1173 | 1176 | 1177 | 1179 | 1179 | 1180 | 1180 | 1181 | 1182 | 1184 | 1190 | 1190 | 1194 | 1197 | 1197 | 1200 | 1200 | 1201 | 1212 | 1218 | 1221 | 1227 | 1231 | 1236 | 1242 | 1246 | 1247 | 1254 | 1264 | 1267 | 1278 | 1289 | 1294 | 1302 | 1311 | 1318 | 1319 | 1324 | 1330 | 1342 | 1350 | 1358 | 1361 | 1373 | 1382 | 1405 | 1413 | 1420 | 1435 | 1449 | 1464 | 1478 | 1485 | 1490 | 1502 | 1504 | 1507 | 1522 | 1543 | 1547 | 1577 | 1578 | 1586 | 1607 | 1613 | 1618 | 1632 | 1641 | 1647 | 1667 | 1673 | 1694 | 1702 | 1710 | 1734 | 1747 | 1752 | 1761 | 1777 | 1787 | 1803 | 1813 | 1831 | 1839 | 1862 | 1874 | 1885 | 1891 | 1902 | 1905 | 1907 | 1915 | 1923 | 1939 | 1951 | 1954 | 1964 | 1969 | 1982 | 1988 | 1993 | 2001 | 2009 | 2013 | 2013 | 2016 | 2018 | 2027 | 2027 | 2027 | 2030 | 2030 | 2030 | 2031 | 2031 | 2036 | 2039 | 2041 | 2048 | 2049 | 2056 | 2057 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2058 | 2059 | 2060 | 2060 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2061 | 2062 | 2062 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2063 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2065 | 2066 | 2066 | 2066 | 2066 | 2066 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2067 | 2071 | 2071 | 2071 | 2071 | 2071 | 2071 | 2099 | 2099 | 2099 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2117 | 2118 | 2118 | 2118 | 2118 | 2119 | 2119 | 2119 | 2119 | 2120 | 2120 | 2121 | 2121 | 2121 | 2121 | 2122 | 2122 | 2122 | 2122 | 2122 | 2122 | 2124 | 2124 | 2125 | 2125 | 2126 | 2126 | 2126 | 2127 | 2128 | 2128 | 2128 | 2130 | 2130 | 2132 | 2132 | 2134 | 2134 | 2139 | 2141 | 2149 | 2149 | 2149 | 2160 | 2163 | 2167 | 2178 | 2181 | 2185 | 2187 | 2192 | 2194 | 2195 | 2200 | 2211 | 2219 | 2219 | 2223 | 2229 | 2229 | 2244 | 2247 | 2247 | 2268 | 2276 | 2281 | 2288 | 2298 | 2308 | 2361 | 2454 | 2455 | 2469 | 2480 | 2488 | 2495 | 2522 | 2552 | 2556 | 2573 | 2578 | 2585 | 2588 | 2590 | 2598 | 2619 | 2637 | 2640 | 2640 | 2649 | 2654 | 2655 | 2661 | 2664 | 2666 | 2668 | 2671 | 2673 | 2677 | 2690 | 2695 | 2701 | 2721 | 2724 | 2724 | 2724 | 2724 | 2731 | 2731 | 2742 | 2743 | 2745 | 2747 | 2756 | 2756 | 2761 | 2761 | 2769 | 2804 | 2837 | 2838 | 2838 | 2840 | 2850 | 2855 | 2856 | 2882 | 2884 | 2884 | 2886 | 2892 | 2895 | 2895 | 2896 | 2898 | 2899 | 2900 | 2902 | 2902 | 2905 | 2906 | 2906 | 2914 | 2922 | 2933 | 2949 | 2960 | 2968 | 2968 | 2968 | 2973 | 2973 | 2973 | 2973 | 2974 | 2974 | 2974 | 2974 | 2975 | 2975 | 2975 | 2975 | 2976 | 2977 | 2978 | 2978 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2980 | 2981 | 2981 | 2981 | 2981 | 2983 | 2983 | 2983 | 2984 | 2984 | 2984 | 2985 | 2985 | 2991 | 2991 | 2993 | 3014 | 3022 | 3024 | 3027 | 3030 | 3030 | 3030 | 3033 | 3033 | 3045 | 3053 | 3058 | 3066 | 3070 | 3071 | 3077 | 3085 | 3086 | 3092 | 3092 | 3092 | 3095 | 3103 | 3110 | 3116 | 3117 | 3117 | 3124 | 3124 | 3124 | 3126 | 3133 | 3134 | 3134 | 3134 | 3135 | 3135 | 3136 | 3136 | 3136 | 3136 | 3136 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3139 | 3141 | 3141 | 3141 | 3141 | 3141 | 3141 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3142 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3143 | 3148 | 3148 | 3148 | 3148 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3144 | 3146 | 3146 | 3146 | 3146 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3147 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3148 | 3154 | 3154 | 3154 | 3154 | 3154 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 | 3155 |
| recovered | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 8 | 8 | 9 | 20 | 25 | 25 | 33 | 35 | 44 | 44 | 51 | 58 | 70 | 85 | 91 | 99 | 128 | 152 | 159 | 166 | 170 | 188 | 188 | 197 | 197 | 208 | 222 | 239 | 255 | 255 | 307 | 319 | 351 | 351 | 400 | 417 | 481 | 534 | 601 | 679 | 745 | 778 | 902 | 959 | 1070 | 1180 | 1320 | 1472 | 1594 | 1644 | 1734 | 1840 | 1907 | 2007 | 2174 | 2263 | 2311 | 2385 | 2501 | 2592 | 2697 | 2856 | 3007 | 3122 | 3240 | 3329 | 3535 | 3696 | 3826 | 3959 | 4040 | 4206 | 4351 | 4494 | 4891 | 5101 | 5220 | 5349 | 5623 | 5967 | 6307 | 6581 | 6718 | 6879 | 7109 | 7338 | 7613 | 7822 | 8253 | 8625 | 9007 | 9402 | 9746 | 10152 | 10801 | 11069 | 11462 | 11665 | 11828 | 12108 | 12373 | 12546 | 12795 | 13103 | 13447 | 13671 | 13792 | 13999 | 14292 | 14633 | 14938 | 15105 | 15333 | 15677 | 15815 | 16061 | 16559 | 16948 | 17374 | 18203 | 18764 | 19004 | 19270 | 19565 | 20087 | 20308 | 20663 | 31851 | 32165 | 32430 | 32637 | 33044 | 33186 | 33346 | 33609 | 33943 | 34309 | 35998 | 36290 | 36497 | 36834 | 37051 | 37304 | 37569 | 37885 | 38767 | 38945 | 39257 | 39964 | 40281 | 40726 | 41017 | 41314 | 41513 | 41638 | 42010 | 42439 | 42627 | 42816 | 42922 | 43013 | 43231 | 43334 | 43610 | 43810 | 43998 | 44088 | 44152 | 44337 | 44430 | 47872 | 48092 | 48305 | 48431 | 48569 | 48674 | 48836 | 48985 | 49098 | 49606 | 49722 | 49794 | 49895 | 49937 | 50358 | 50452 | 50593 | 50718 | 50768 | 50951 | 51308 | 51403 | 51551 | 51614 | 51711 | 51735 | 51943 | 52006 | 52143 | 52194 | 52304 | 56557 | 56611 | 56697 | 56797 | 56880 | 56985 | 57190 | 57285 | 57465 | 57571 | 57916 | 58095 | 58249 | 58430 | 58675 | 58790 | 59328 | 59634 | 59675 | 59748 | 59844 | 59884 | 59910 | 60069 | 60333 | 60737 | 60790 | 60936 | 61029 | 61073 | 61162 | 61337 | 61457 | 61573 | 61782 | 61884 | 62076 | 62241 | 62311 | 62493 | 62585 | 62686 | 62819 | 63055 | 63282 | 63430 | 63839 | 64291 | 64467 | 64650 | 64774 | 64947 | 65110 | 65242 | 65474 | 65722 | 65850 | 66090 | 66314 | 66494 | 66775 | 67110 | 67484 | 67784 | 68303 | 68493 | 68879 | 69274 | 69651 | 70248 | 70495 | 71034 | 71357 | 71937 | 73322 | 73713 | 74373 | 74789 | 75044 | 75699 | 76396 | 77299 | 77982 | 78552 | 79417 | 80030 | 80491 | 81574 | 82555 | 83830 | 84535 | 85367 | 89317 | 89939 | 91200 | 92336 | 93646 | 94130 | 95901 | 97228 | 98359 | 99276 | 100365 | 100853 | 102780 | 103712 | 104989 | 106275 | 107551 | 108657 | 110449 | 111639 | 112557 | 113525 | 114635 | 115755 | 116947 | 118012 | 118866 | 120399 | 120838 | 123009 | 124483 | 125722 | 126417 | 127524 | 128005 | 128619 | 129300 | 129943 | 130818 | 131699 | 132544 | 133256 | 133768 | 133904 | 134551 | 135812 | 136335 | 137025 | 137645 | 137890 | 138502 | 139056 | 139983 | 142404 | 144059 | 144714 | 145399 | 145752 | 146072 | 146395 | 146890 | 147581 | 147775 | 147899 | 148125 | 148530 | 148726 | 149882 | 149986 | 150205 | 150308 | 150466 | 151532 | 151648 | 151708 | 151835 | 151853 | 151998 | 152045 | 153630 | 153788 | 154005 | 154073 | 154098 | 154107 | 154177 | 154225 | 154270 | 154285 | 154304 | 154325 | 154332 | 154384 | 154406 | 154441 | 154578 | 154643 | 154687 | 154926 | 154963 | 155012 | 155021 | 155041 | 155101 | 155101 | 155109 | 155371 | 155371 | 155403 | 155424 | 155454 | 156250 | 156297 | 156318 | 156358 | 156374 | 156387 | 156399 | 156412 | 156413 | 156415 | 156415 | 156456 | 156459 | 156462 | 156468 | 156476 | 156492 | 156528 | 156529 | 156535 | 156546 | 156557 | 156558 | 158781 | 159935 | 159946 | 162521 | 162584 | 162994 | 163096 | 163190 | 163259 | 163331 | 163331 | 163430 | 163436 | 163463 | 163469 | 163483 | 163528 | 163535 | 163540 | 163550 | 163557 | 163797 | 163913 | 163917 | 163933 | 163937 | 163946 | 163949 | 163984 | 163985 | 164244 | 164273 | 164369 | 164378 | 164382 | 164400 | 164405 | 164408 | 164415 | 164423 | 164431 | 164439 | 164476 | 164623 | 164652 | 164662 | 164666 | 164672 | 164699 | 164720 | 164733 | 164733 | 164772 | 164772 | 164788 | 164789 | 164798 | 164837 | 164886 | 164930 | 164978 | 164994 | 165005 | 165037 | 165122 | 165208 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| confirmed | Nigeria | 9.082 | 8.6753 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 8 | 8 | 12 | 22 | 30 | 40 | 44 | 51 | 65 | 70 | 89 | 111 | 131 | 135 | 174 | 184 | 210 | 214 | 232 | 238 | 254 | 276 | 288 | 305 | 318 | 323 | 343 | 373 | 407 | 442 | 493 | 542 | 627 | 665 | 665 | 873 | 981 | 1095 | 1182 | 1273 | 1337 | 1532 | 1728 | 1932 | 2170 | 2388 | 2558 | 2802 | 2950 | 3145 | 3526 | 3912 | 4151 | 4399 | 4641 | 4787 | 4971 | 5162 | 5450 | 5621 | 5959 | 6175 | 6401 | 6677 | 7016 | 7261 | 7526 | 7839 | 8068 | 8344 | 8733 | 8915 | 9302 | 9855 | 10162 | 10578 | 10819 | 11166 | 11516 | 11844 | 12233 | 12486 | 12801 | 13464 | 13873 | 14554 | 15181 | 15682 | 16085 | 16658 | 17148 | 17735 | 18480 | 19147 | 19808 | 20244 | 20919 | 21371 | 22020 | 22614 | 23298 | 24077 | 24567 | 25133 | 25694 | 26484 | 27110 | 27564 | 28167 | 28711 | 29286 | 29789 | 30249 | 30748 | 31323 | 31987 | 32558 | 33153 | 33616 | 34259 | 34854 | 35454 | 36107 | 36663 | 37225 | 37801 | 38344 | 38948 | 39539 | 39977 | 40532 | 41180 | 41804 | 42208 | 42689 | 43151 | 43537 | 43841 | 44129 | 44433 | 44890 | 45244 | 45687 | 46140 | 46577 | 46867 | 47290 | 47743 | 48116 | 48445 | 48770 | 49068 | 49485 | 49895 | 50488 | 50964 | 51304 | 51905 | 52227 | 52548 | 52800 | 53021 | 53317 | 53477 | 53727 | 53865 | 54008 | 54247 | 54463 | 54588 | 54743 | 54905 | 55005 | 55160 | 55456 | 55632 | 55829 | 56017 | 56177 | 56256 | 56388 | 56478 | 56604 | 56735 | 56956 | 57145 | 57242 | 57437 | 57613 | 57724 | 57849 | 58062 | 58198 | 58324 | 58460 | 58647 | 58848 | 59001 | 59127 | 59287 | 59345 | 59465 | 59583 | 59738 | 59841 | 59992 | 60103 | 60266 | 60430 | 60655 | 60834 | 60982 | 61194 | 61307 | 61440 | 61558 | 61630 | 61667 | 61805 | 61882 | 61930 | 61992 | 62111 | 62224 | 62371 | 62521 | 62691 | 62853 | 62964 | 63036 | 63173 | 63328 | 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156960 | 157671 | 158042 | 158237 | 158506 | 158906 | 159252 | 159646 | 159933 | 160332 | 160537 | 160657 | 160895 | 161074 | 161261 | 161409 | 161539 | 161651 | 161737 | 161868 | 162076 | 162178 | 162275 | 162388 | 162489 | 162593 | 162641 | 162762 | 162891 | 162997 | 163063 | 163113 | 163195 | 163330 | 163388 | 163498 | 163581 | 163652 | 163736 | 163799 | 163837 | 163911 | 164000 | 164080 | 164147 | 164207 | 164233 | 164303 | 164423 | 164488 | 164588 | 164633 | 164684 | 164719 | 164756 | 164912 | 164993 | 165055 | 165110 | 165110 | 165153 | 165199 | 165215 | 165273 | 165301 | 165340 | 165370 | 165419 | 165468 | 165515 | 165559 | 165612 | 165661 | 165702 | 165709 | 165778 | 165778 | 165852 | 165901 | 165944 | 165979 | 166019 | 166061 | 166098 | 166146 | 166191 | 166254 | 166285 | 166315 | 166518 | 166534 | 166560 | 166682 | 166730 | 166756 | 166767 | 166816 | 166918 | 166982 | 166982 | 167051 | 167059 | 167066 | 167078 | 167095 | 167103 | 167142 | 167155 | 167206 | 167206 | 167292 | 167331 | 167375 | 167401 | 167430 | 167465 | 167467 | 167532 | 167543 | 167618 | 167692 | 167732 | 167803 | 167859 | 167909 | 168000 | 168110 | 168256 | 168442 | 168540 | 168552 | 168713 | 168867 | 168915 | 169074 | 169206 | 169329 | 169532 | 169678 | 169884 | 169884 | 170306 | 170306 | 170895 | 171111 | 171324 | 171728 | 172263 | 172821 | 173411 | 173908 | 174315 | 174759 | 175264 | 176011 | 176577 | 177142 | 177615 | 178086 | 178508 | 179118 | 179908 | 180661 | 181297 | 181962 | 182503 | 183087 | 183444 | 183444 | 185267 | 185571 | 185571 | 187023 | 187588 | 188243 | 188880 | 189715 | 190333 | 190983 | 191345 | 191805 | 192431 | 193013 | 193644 | 194088 | 195052 | 195511 | 195890 | 196487 | 197046 | 197773 | 198239 | 198786 | 199151 | 199538 | 200057 | 200356 | 200356 | 201294 | 201630 | 201798 | 202191 | 202704 | 203081 | 203514 | 203991 | 204201 | 204456 | 204752 | 205047 | 205484 | 205779 | 205940 | 206064 | 206138 | 206279 | 206561 | 206561 | 207167 | 207479 | 207618 | 207694 | 207978 | 207979 | 208404 | 208404 | 208797 | 209173 | 209298 | 209387 | 209546 | 209713 | 209960 | 210136 | 210295 | 210460 | 211171 | 211330 | 211496 | 211678 | 211798 | 211887 | 211961 | 212051 | 212150 | 212359 | 212446 | 212511 | 212627 | 212713 | 212765 | 212829 | 212894 | 212947 | 213076 | 213127 | 213147 | 213177 | 213177 | 213403 | 213464 | 213487 | 213532 | 213589 | 213589 | 213677 | 213677 | 213883 | 213883 | 213924 | 213982 | 214113 | 214218 | 214270 | 214270 | 214513 | 214567 | 214622 | 214789 | 214896 | 215164 | 215164 | 216451 | 217063 | 217481 | 217481 | 218596 | 220020 | 221071 | 222655 | 222655 | 223483 | 225255 | 225255 | 231413 | 233353 | 234709 | 236014 | 237561 | 238420 | 239019 | 240387 | 241513 | 241513 | 242877 | 242877 | 244120 | 244548 | 245404 | 246195 | 247009 | 247775 | 248312 | 248732 | 249154 | 249586 | 250009 | 250009 | 250628 | 250929 | 251178 | 251341 | 251571 | 251571 | 251930 | 251959 | 252187 | 252428 | 252678 | 252753 | 252753 | 252912 | 253001 | 253023 | 253181 | 253340 | 253405 | 253405 | 253540 | 253685 | 253727 | 253780 | 253838 | 253875 | 253875 | 253923 | 253978 | 254016 | 254016 | 254124 | 254137 | 254137 | 254221 | 254243 | 254243 | 254293 | 254352 | 254352 | 254428 | 254428 | 254501 | 254525 | 254560 | 254570 | 254598 | 254606 | 254637 | 254637 | 254640 | 254659 | 254777 | 254777 | 254861 | 254894 | 254953 | 254953 | 254989 | 255001 | 255001 | 255092 | 255103 | 255103 | 255103 | 255103 | 255190 | 255244 | 255244 | 255244 | 255296 | 255296 | 255341 | 255341 | 255415 | 255415 | 255468 | 255468 | 255468 | 255468 | 255516 | 255516 | 255575 | 255575 | 255606 | 255606 | 255633 | 255663 | 255633 | 255646 | 255646 | 255648 | 255648 | 255648 | 255670 | 255670 | 255679 | 255685 | 255685 | 255685 | 255685 | 255685 | 255685 | 255716 | 255716 | 255716 | 255753 | 255753 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255766 | 255802 | 255802 | 255836 | 255836 | 255859 | 255859 | 255859 | 255859 | 255889 | 255924 | 255924 | 255937 | 255937 | 255937 | 255972 | 255972 | 256004 | 256028 | 256028 | 256028 | 256028 | 256028 | 256028 | 256113 | 256113 | 256148 | 256148 | 256148 | 256227 | 256227 | 256264 | 256264 | 256352 | 256352 | 256352 | 256404 | 256404 | 256467 | 256467 | 256573 | 256573 | 256573 | 256711 | 256711 | 256711 | 256711 | 256958 | 256958 | 256958 | 256958 | 256958 | 257290 | 257290 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 257637 | 258517 | 258517 | 258517 | 258874 | 258874 | 258934 | 258934 | 259007 | 259007 | 259007 | 259485 | 259485 | 259720 | 259720 | 260339 | 260339 | 260339 | 260764 | 260764 | 260977 | 260977 | 260977 | 260977 | 260977 | 261473 | 261473 | 261473 | 261473 | 261473 | 261885 | 261885 | 261885 | 261885 | 262402 | 262402 | 262520 | 262520 | 262520 | 262664 | 262664 | 262748 | 262748 | 262912 | 262912 | 262912 | 263090 | 263090 | 263322 | 263322 | 263407 | 263407 | 263407 | 263526 | 263526 | 263694 | 263694 | 263867 | 263867 | 263867 | 264014 | 264014 | 264299 | 264299 | 264299 | 264450 | 264450 | 264617 | 264617 | 264744 | 264744 | 264933 | 264933 | 264933 | 265008 | 265008 | 265090 | 265090 | 265186 | 265186 | 265186 | 265316 | 265316 | 265382 | 265382 | 265431 | 265431 | 265431 | 265505 | 265505 | 265741 | 265741 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265816 | 265937 |
nig_timeseries= nigeria_timeseries.T
nig_timeseries.head()
| deaths | recovered | confirmed | |
|---|---|---|---|
| Country/Region | Nigeria | Nigeria | Nigeria |
| Lat | 9.082 | 9.082 | 9.082 |
| Long | 8.6753 | 8.6753 | 8.6753 |
| 1/22/20 | 0 | 0 | 0 |
| 1/23/20 | 0 | 0 | 0 |
nig_timeseries=nig_timeseries[4:]
nig_timeseries.head()
| deaths | recovered | confirmed | |
|---|---|---|---|
| 1/23/20 | 0 | 0 | 0 |
| 1/24/20 | 0 | 0 | 0 |
| 1/25/20 | 0 | 0 | 0 |
| 1/26/20 | 0 | 0 | 0 |
| 1/27/20 | 0 | 0 | 0 |
nig=nig_timeseries.index
#create date column if not in the df
if 'dates' not in nig_timeseries.columns:
nig_timeseries.insert(0, 'dates', nig)
nig_timeseries.head()
| dates | deaths | recovered | confirmed | |
|---|---|---|---|---|
| 1/23/20 | 1/23/20 | 0 | 0 | 0 |
| 1/24/20 | 1/24/20 | 0 | 0 | 0 |
| 1/25/20 | 1/25/20 | 0 | 0 | 0 |
| 1/26/20 | 1/26/20 | 0 | 0 | 0 |
| 1/27/20 | 1/27/20 | 0 | 0 | 0 |
nig_timeseries.columns
Index(['dates', 'deaths', 'recovered', 'confirmed'], dtype='object')
create_list= list(range(0, len(nig_timeseries)))
#create list to use for df index
#set index with created list
nig_timeseries=nig_timeseries.set_index([(create_list)])
nig_timeseries.head()
| dates | deaths | recovered | confirmed | |
|---|---|---|---|---|
| 0 | 1/23/20 | 0 | 0 | 0 |
| 1 | 1/24/20 | 0 | 0 | 0 |
| 2 | 1/25/20 | 0 | 0 | 0 |
| 3 | 1/26/20 | 0 | 0 | 0 |
| 4 | 1/27/20 | 0 | 0 | 0 |
#set date column to datetime data type
nig_timeseries['dates']= pd.to_datetime(nig_timeseries['dates'])
#convert numeric columns to integers
for i in ['deaths','recovered','confirmed']:
nig_timeseries[i] =nig_timeseries[i].astype('int')
nig_timeseries.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 997 entries, 0 to 996 Data columns (total 4 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 dates 997 non-null datetime64[ns] 1 deaths 997 non-null int32 2 recovered 997 non-null int32 3 confirmed 997 non-null int32 dtypes: datetime64[ns](1), int32(3) memory usage: 27.3 KB
#check the distribution of the data
data.hist(figsize=(10, 6));
TODO A - Generate a plot that shows the Top 10 states in terms of Confirmed Covid cases by Laboratory test
data.nlargest(10, 'lab_confirmed_cases').plot.bar(x='states', y='lab_confirmed_cases')
<AxesSubplot: xlabel='states'>
TODO B - Generate a plot that shows the Top 10 states in terms of Discharged Covid cases.
data.nlargest(10, 'discharged').plot.bar(x='states', y='discharged');
TODO D - Plot the top 10 Death cases
data.nlargest(10, 'deaths').plot.bar(x='states', y='deaths');
TODO E - Generate a line plot for the total daily confirmed, recovered and death cases in Nigeria
#increase rows
pd.options.display.max_rows=1500
nig_timeseries.head(50)
| dates | deaths | recovered | confirmed | |
|---|---|---|---|---|
| 0 | 2020-01-23 | 0 | 0 | 0 |
| 1 | 2020-01-24 | 0 | 0 | 0 |
| 2 | 2020-01-25 | 0 | 0 | 0 |
| 3 | 2020-01-26 | 0 | 0 | 0 |
| 4 | 2020-01-27 | 0 | 0 | 0 |
| 5 | 2020-01-28 | 0 | 0 | 0 |
| 6 | 2020-01-29 | 0 | 0 | 0 |
| 7 | 2020-01-30 | 0 | 0 | 0 |
| 8 | 2020-01-31 | 0 | 0 | 0 |
| 9 | 2020-02-01 | 0 | 0 | 0 |
| 10 | 2020-02-02 | 0 | 0 | 0 |
| 11 | 2020-02-03 | 0 | 0 | 0 |
| 12 | 2020-02-04 | 0 | 0 | 0 |
| 13 | 2020-02-05 | 0 | 0 | 0 |
| 14 | 2020-02-06 | 0 | 0 | 0 |
| 15 | 2020-02-07 | 0 | 0 | 0 |
| 16 | 2020-02-08 | 0 | 0 | 0 |
| 17 | 2020-02-09 | 0 | 0 | 0 |
| 18 | 2020-02-10 | 0 | 0 | 0 |
| 19 | 2020-02-11 | 0 | 0 | 0 |
| 20 | 2020-02-12 | 0 | 0 | 0 |
| 21 | 2020-02-13 | 0 | 0 | 0 |
| 22 | 2020-02-14 | 0 | 0 | 0 |
| 23 | 2020-02-15 | 0 | 0 | 0 |
| 24 | 2020-02-16 | 0 | 0 | 0 |
| 25 | 2020-02-17 | 0 | 0 | 0 |
| 26 | 2020-02-18 | 0 | 0 | 0 |
| 27 | 2020-02-19 | 0 | 0 | 0 |
| 28 | 2020-02-20 | 0 | 0 | 0 |
| 29 | 2020-02-21 | 0 | 0 | 0 |
| 30 | 2020-02-22 | 0 | 0 | 0 |
| 31 | 2020-02-23 | 0 | 0 | 0 |
| 32 | 2020-02-24 | 0 | 0 | 0 |
| 33 | 2020-02-25 | 0 | 0 | 0 |
| 34 | 2020-02-26 | 0 | 0 | 0 |
| 35 | 2020-02-27 | 0 | 0 | 0 |
| 36 | 2020-02-28 | 0 | 0 | 1 |
| 37 | 2020-02-29 | 0 | 0 | 1 |
| 38 | 2020-03-01 | 0 | 0 | 1 |
| 39 | 2020-03-02 | 0 | 0 | 1 |
| 40 | 2020-03-03 | 0 | 0 | 1 |
| 41 | 2020-03-04 | 0 | 0 | 1 |
| 42 | 2020-03-05 | 0 | 0 | 1 |
| 43 | 2020-03-06 | 0 | 0 | 1 |
| 44 | 2020-03-07 | 0 | 0 | 1 |
| 45 | 2020-03-08 | 0 | 0 | 1 |
| 46 | 2020-03-09 | 0 | 0 | 2 |
| 47 | 2020-03-10 | 0 | 0 | 2 |
| 48 | 2020-03-11 | 0 | 0 | 2 |
| 49 | 2020-03-12 | 0 | 0 | 2 |
#Get the actual covid data for each day
column_names =['deaths','recovered','confirmed']
new_column_names=['daily_death_count', 'daily_recovered_count', 'daily_confirmed_count']
def difference(a,b):
nig_timeseries[b] = nig_timeseries[a].diff()
for i in range(len(column_names)):
difference(column_names[i], new_column_names[i])
nig_timeseries.head(70)
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 0 | 2020-01-23 | 0 | 0 | 0 | NaN | NaN | NaN |
| 1 | 2020-01-24 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 2 | 2020-01-25 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 3 | 2020-01-26 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 4 | 2020-01-27 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 5 | 2020-01-28 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 6 | 2020-01-29 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 7 | 2020-01-30 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 8 | 2020-01-31 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 9 | 2020-02-01 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 10 | 2020-02-02 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 11 | 2020-02-03 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 12 | 2020-02-04 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 13 | 2020-02-05 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 14 | 2020-02-06 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 15 | 2020-02-07 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 16 | 2020-02-08 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 17 | 2020-02-09 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 18 | 2020-02-10 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 19 | 2020-02-11 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 20 | 2020-02-12 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 21 | 2020-02-13 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 22 | 2020-02-14 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 23 | 2020-02-15 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 24 | 2020-02-16 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 25 | 2020-02-17 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 26 | 2020-02-18 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 27 | 2020-02-19 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 28 | 2020-02-20 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 29 | 2020-02-21 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 30 | 2020-02-22 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 31 | 2020-02-23 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 32 | 2020-02-24 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 33 | 2020-02-25 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 34 | 2020-02-26 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 35 | 2020-02-27 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 36 | 2020-02-28 | 0 | 0 | 1 | 0.0 | 0.0 | 1.0 |
| 37 | 2020-02-29 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 38 | 2020-03-01 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 39 | 2020-03-02 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 40 | 2020-03-03 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 41 | 2020-03-04 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 42 | 2020-03-05 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 43 | 2020-03-06 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 44 | 2020-03-07 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 45 | 2020-03-08 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 |
| 46 | 2020-03-09 | 0 | 0 | 2 | 0.0 | 0.0 | 1.0 |
| 47 | 2020-03-10 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 48 | 2020-03-11 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 49 | 2020-03-12 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 50 | 2020-03-13 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 51 | 2020-03-14 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 52 | 2020-03-15 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 53 | 2020-03-16 | 0 | 0 | 2 | 0.0 | 0.0 | 0.0 |
| 54 | 2020-03-17 | 0 | 0 | 3 | 0.0 | 0.0 | 1.0 |
| 55 | 2020-03-18 | 0 | 1 | 8 | 0.0 | 1.0 | 5.0 |
| 56 | 2020-03-19 | 0 | 1 | 8 | 0.0 | 0.0 | 0.0 |
| 57 | 2020-03-20 | 0 | 1 | 12 | 0.0 | 0.0 | 4.0 |
| 58 | 2020-03-21 | 0 | 1 | 22 | 0.0 | 0.0 | 10.0 |
| 59 | 2020-03-22 | 0 | 2 | 30 | 0.0 | 1.0 | 8.0 |
| 60 | 2020-03-23 | 1 | 2 | 40 | 1.0 | 0.0 | 10.0 |
| 61 | 2020-03-24 | 1 | 2 | 44 | 0.0 | 0.0 | 4.0 |
| 62 | 2020-03-25 | 1 | 2 | 51 | 0.0 | 0.0 | 7.0 |
| 63 | 2020-03-26 | 1 | 2 | 65 | 0.0 | 0.0 | 14.0 |
| 64 | 2020-03-27 | 1 | 3 | 70 | 0.0 | 1.0 | 5.0 |
| 65 | 2020-03-28 | 1 | 3 | 89 | 0.0 | 0.0 | 19.0 |
| 66 | 2020-03-29 | 1 | 3 | 111 | 0.0 | 0.0 | 22.0 |
| 67 | 2020-03-30 | 2 | 8 | 131 | 1.0 | 5.0 | 20.0 |
| 68 | 2020-03-31 | 2 | 8 | 135 | 0.0 | 0.0 | 4.0 |
| 69 | 2020-04-01 | 2 | 9 | 174 | 0.0 | 1.0 | 39.0 |
nig_timeseries.shape
(997, 7)
nig_timeseries.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 997 entries, 0 to 996 Data columns (total 7 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 dates 997 non-null datetime64[ns] 1 deaths 997 non-null int32 2 recovered 997 non-null int32 3 confirmed 997 non-null int32 4 daily_death_count 996 non-null float64 5 daily_recovered_count 996 non-null float64 6 daily_confirmed_count 996 non-null float64 dtypes: datetime64[ns](1), float64(3), int32(3) memory usage: 50.6 KB
#nig_timeseries
#Check for erroneous values as a result of incorrect data input and set them to zero.
nig_timeseries.query('daily_confirmed_count < 0')
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 811 | 2022-04-13 | 3142 | 0 | 255633 | 0.0 | 0.0 | -30.0 |
nig_timeseries.iloc[805:812]
#we can clearly see the error in row 811
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 805 | 2022-04-07 | 3142 | 0 | 255575 | 0.0 | 0.0 | 59.0 |
| 806 | 2022-04-08 | 3142 | 0 | 255575 | 0.0 | 0.0 | 0.0 |
| 807 | 2022-04-09 | 3142 | 0 | 255606 | 0.0 | 0.0 | 31.0 |
| 808 | 2022-04-10 | 3142 | 0 | 255606 | 0.0 | 0.0 | 0.0 |
| 809 | 2022-04-11 | 3142 | 0 | 255633 | 0.0 | 0.0 | 27.0 |
| 810 | 2022-04-12 | 3142 | 0 | 255663 | 0.0 | 0.0 | 30.0 |
| 811 | 2022-04-13 | 3142 | 0 | 255633 | 0.0 | 0.0 | -30.0 |
#set the value at the position to 0.
nig_timeseries.daily_confirmed_count.iloc[811]=0
nig_timeseries.query('daily_death_count < 0')
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 290 | 2020-11-08 | 1154 | 59910 | 64090 | -1.0 | 26.0 | 300.0 |
| 869 | 2022-06-10 | 3144 | 0 | 256264 | -4.0 | 0.0 | 0.0 |
nig_timeseries.iloc[865:870]
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 865 | 2022-06-06 | 3148 | 0 | 256148 | 5.0 | 0.0 | 0.0 |
| 866 | 2022-06-07 | 3148 | 0 | 256227 | 0.0 | 0.0 | 79.0 |
| 867 | 2022-06-08 | 3148 | 0 | 256227 | 0.0 | 0.0 | 0.0 |
| 868 | 2022-06-09 | 3148 | 0 | 256264 | 0.0 | 0.0 | 37.0 |
| 869 | 2022-06-10 | 3144 | 0 | 256264 | -4.0 | 0.0 | 0.0 |
nig_timeseries.daily_death_count.iloc[869]=0
nig_timeseries.iloc[289:295]
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 289 | 2020-11-07 | 1155 | 59884 | 63790 | 0.0 | 40.0 | 59.0 |
| 290 | 2020-11-08 | 1154 | 59910 | 64090 | -1.0 | 26.0 | 300.0 |
| 291 | 2020-11-09 | 1158 | 60069 | 64184 | 4.0 | 159.0 | 94.0 |
| 292 | 2020-11-10 | 1160 | 60333 | 64336 | 2.0 | 264.0 | 152.0 |
| 293 | 2020-11-11 | 1162 | 60737 | 64516 | 2.0 | 404.0 | 180.0 |
| 294 | 2020-11-12 | 1162 | 60790 | 64728 | 0.0 | 53.0 | 212.0 |
nig_timeseries.daily_death_count.iloc[290]=0
nig_timeseries.query('daily_recovered_count < 0')
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | |
|---|---|---|---|---|---|---|---|
| 560 | 2021-08-05 | 2178 | 0 | 176577 | 11.0 | -165208.0 | 566.0 |
nig_timeseries.daily_recovered_count.iloc[560]=0
column_name =['deaths_moving_average','recovered_moving_average','confirmed_moving_average']
new_column_names=['daily_death_count', 'daily_recovered_count', 'daily_confirmed_count']
def moving_avg(a,b):
nig_timeseries[a] = nig_timeseries[b].rolling(window=7).mean()
for i in range(len(column_name)):
moving_avg(column_name[i], new_column_names[i])
plt.figure(figsize=(12, 6))
plt.title('Weekly Moving Average for Confirmed Covid Cases in Nigeria')
sns.lineplot(x='dates', y='confirmed_moving_average', data=nig_timeseries)
plt.xlabel('Dates')
plt.ylabel('Confirmed Cases')
plt.xticks(nig_timeseries.dates[::30], rotation='vertical')
plt.show()
plt.figure(figsize=(12, 6))
plt.title('Weekly Moving Average for Death Cases in Nigeria')
sns.lineplot(x='dates', y='deaths_moving_average', data=nig_timeseries)
plt.xlabel('Dates')
plt.ylabel('Death Cases')
plt.xticks(nig_timeseries.dates[::30], rotation='vertical')
plt.show()
plt.figure(figsize=(12, 6))
plt.title('Weekly Moving Average for Recovered patients in Nigeria')
sns.lineplot(x='dates', y=nig_timeseries['recovered_moving_average'].abs(), data=nig_timeseries)
plt.xlabel('Dates')
plt.ylabel('Recovered Cases')
plt.xticks(nig_timeseries.dates[::30], rotation='vertical')
plt.show()
nig_timeseries.head()
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | deaths_moving_average | recovered_moving_average | confirmed_moving_average | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020-01-23 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 2020-01-24 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 2 | 2020-01-25 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 3 | 2020-01-26 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 4 | 2020-01-27 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
TODO G -
nig_timeseries['daily_confirmed_count'].max()
6158.0
nig_timeseries[nig_timeseries['daily_confirmed_count'] == nig_timeseries['daily_confirmed_count'].max()]
| dates | deaths | recovered | confirmed | daily_death_count | daily_recovered_count | daily_confirmed_count | deaths_moving_average | recovered_moving_average | confirmed_moving_average | |
|---|---|---|---|---|---|---|---|---|---|---|
| 699 | 2021-12-22 | 2991 | 0 | 231413 | 6.0 | 0.0 | 6158.0 | 1.142857 | 0.0 | 1627.571429 |
covid_external.head(2)
| states | region | Population | Overall CCVI Index | Age | Epidemiological | Fragility | Health System | Population Density | Socio-Economic | Transport Availability | Acute IHR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | FCT | North Central | 4865000 | 0.3 | 0.0 | 0.9 | 0.4 | 0.6 | 0.9 | 0.6 | 0.2 | 0.79 |
| 1 | Plateau | North Central | 4766000 | 0.4 | 0.5 | 0.4 | 0.8 | 0.3 | 0.3 | 0.5 | 0.3 | 0.93 |
data.head(2)
| states | lab_confirmed_cases | cases_on_admission | discharged | deaths | |
|---|---|---|---|---|---|
| 0 | Lagos | 104014 | 871 | 102372 | 771 |
| 1 | FCT | 29464 | 143 | 29072 | 249 |
dataset=pd.merge(data, covid_external, on=['states'], how='inner')
dataset.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 37 entries, 0 to 36 Data columns (total 16 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 states 37 non-null object 1 lab_confirmed_cases 37 non-null int64 2 cases_on_admission 37 non-null int64 3 discharged 37 non-null int64 4 deaths 37 non-null int64 5 region 37 non-null object 6 Population 37 non-null int64 7 Overall CCVI Index 37 non-null float64 8 Age 37 non-null float64 9 Epidemiological 37 non-null float64 10 Fragility 37 non-null float64 11 Health System 37 non-null float64 12 Population Density 37 non-null float64 13 Socio-Economic 37 non-null float64 14 Transport Availability 37 non-null float64 15 Acute IHR 37 non-null float64 dtypes: float64(9), int64(5), object(2) memory usage: 4.9+ KB
dataset.shape
(37, 16)
dataset.head()
| states | lab_confirmed_cases | cases_on_admission | discharged | deaths | region | Population | Overall CCVI Index | Age | Epidemiological | Fragility | Health System | Population Density | Socio-Economic | Transport Availability | Acute IHR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Lagos | 104014 | 871 | 102372 | 771 | South West | 13992000 | 0.0 | 0.1 | 1.0 | 0.3 | 0.1 | 1.0 | 0.1 | 0.4 | 0.93 |
| 1 | FCT | 29464 | 143 | 29072 | 249 | North Central | 4865000 | 0.3 | 0.0 | 0.9 | 0.4 | 0.6 | 0.9 | 0.6 | 0.2 | 0.79 |
| 2 | Rivers | 18044 | 89 | 17800 | 155 | South South | 7763000 | 0.4 | 0.5 | 0.9 | 0.6 | 0.6 | 0.9 | 0.1 | 0.1 | 1.00 |
| 3 | Kaduna | 11576 | 11 | 11476 | 89 | North West | 9227000 | 0.7 | 0.1 | 0.9 | 0.8 | 0.9 | 0.4 | 0.6 | 0.4 | 0.86 |
| 4 | Oyo | 10332 | 3 | 10127 | 202 | South West | 8737000 | 0.2 | 0.7 | 0.8 | 0.2 | 0.8 | 0.6 | 0.2 | 0.3 | 1.06 |
dataset.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 37 entries, 0 to 36 Data columns (total 16 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 states 37 non-null object 1 lab_confirmed_cases 37 non-null int64 2 cases_on_admission 37 non-null int64 3 discharged 37 non-null int64 4 deaths 37 non-null int64 5 region 37 non-null object 6 Population 37 non-null int64 7 Overall CCVI Index 37 non-null float64 8 Age 37 non-null float64 9 Epidemiological 37 non-null float64 10 Fragility 37 non-null float64 11 Health System 37 non-null float64 12 Population Density 37 non-null float64 13 Socio-Economic 37 non-null float64 14 Transport Availability 37 non-null float64 15 Acute IHR 37 non-null float64 dtypes: float64(9), int64(5), object(2) memory usage: 4.9+ KB
#Get top ten states by lab confirmed cases
line=dataset.nlargest(10, 'lab_confirmed_cases')
fig = plt.figure()
ax1 = fig.add_subplot(111)
ax1.plot('states', 'lab_confirmed_cases', data=line)
ax1.set_ylabel('Lab Confirmed Cases')
ax2 = ax1.twinx()
ax2.plot('states', 'Overall CCVI Index', 'r-',data=line)
ax2.set_ylabel('Overall CCVI Index', color='r')
for tl in ax2.get_yticklabels():
tl.set_color('r')
plt.setp(ax1.xaxis.get_majorticklabels(), rotation=90)
plt.show()
dataset.columns
Index(['states', 'lab_confirmed_cases', 'cases_on_admission', 'discharged',
'deaths', 'region', 'Population', 'Overall CCVI Index', 'Age',
'Epidemiological', 'Fragility', 'Health System', 'Population Density',
'Socio-Economic', ' Transport Availability', 'Acute IHR'],
dtype='object')
correlation=dataset[['lab_confirmed_cases', 'cases_on_admission', 'discharged',
'deaths', 'Population', 'Overall CCVI Index', 'Age',
'Epidemiological', 'Fragility', 'Health System', 'Population Density',
'Socio-Economic', ' Transport Availability', 'Acute IHR']].corr()
plt.figure(figsize=(10,6))
sns.heatmap(correlation.corr(), annot= True)
<AxesSubplot: >
# Getting the difference between the initial and revised budget.
budget_data['difference']= budget_data['Initial_budget (Bn)']- budget_data['Revised_budget (Bn)']
budget_data.head()
| states | Initial_budget (Bn) | Revised_budget (Bn) | difference | |
|---|---|---|---|---|
| 0 | Abia | 136.60 | 102.70 | 33.90 |
| 1 | Adamawa | 183.30 | 139.31 | 43.99 |
| 2 | Akwa-Ibom | 597.73 | 366.00 | 231.73 |
| 3 | Anambra | 137.10 | 112.80 | 24.30 |
| 4 | Bauchi | 167.20 | 128.00 | 39.20 |
#Percentage Variation from original Budget
budget_data['percent'] = ((budget_data['difference'] / budget_data['Initial_budget (Bn)']) * 100).round(2)
budget_data.head()
| states | Initial_budget (Bn) | Revised_budget (Bn) | difference | percent | |
|---|---|---|---|---|---|
| 0 | Abia | 136.60 | 102.70 | 33.90 | 24.82 |
| 1 | Adamawa | 183.30 | 139.31 | 43.99 | 24.00 |
| 2 | Akwa-Ibom | 597.73 | 366.00 | 231.73 | 38.77 |
| 3 | Anambra | 137.10 | 112.80 | 24.30 | 17.72 |
| 4 | Bauchi | 167.20 | 128.00 | 39.20 | 23.44 |
#State with the Highest variation in Budget.
budget_data['percent'].max()
86.63
budget_data[budget_data['percent'] == budget_data['percent'].max()]
| states | Initial_budget (Bn) | Revised_budget (Bn) | difference | percent | |
|---|---|---|---|---|---|
| 8 | Cross River | 1100.0 | 147.1 | 952.9 | 86.63 |
#State with the lowest variation in Budget
budget_data['percent'].min()
12.7
budget_data[budget_data['percent'] == budget_data['percent'].min()]
| states | Initial_budget (Bn) | Revised_budget (Bn) | difference | percent | |
|---|---|---|---|---|---|
| 19 | Katsina | 244.0 | 213.0 | 31.0 | 12.7 |
# Top 10 States with the highest variation in Original budget
top10_highest = budget_data.nlargest(10, 'percent')
top10_highest
| states | Initial_budget (Bn) | Revised_budget (Bn) | difference | percent | |
|---|---|---|---|---|---|
| 8 | Cross River | 1100.00 | 147.10 | 952.90 | 86.63 |
| 23 | Lagos | 1680.00 | 920.50 | 759.50 | 45.21 |
| 15 | Imo | 197.60 | 108.30 | 89.30 | 45.19 |
| 31 | Rivers | 530.80 | 300.40 | 230.40 | 43.41 |
| 21 | Kogi | 176.00 | 102.00 | 74.00 | 42.05 |
| 24 | Nasarawa | 108.40 | 62.96 | 45.44 | 41.92 |
| 2 | Akwa-Ibom | 597.73 | 366.00 | 231.73 | 38.77 |
| 26 | Ogun | 449.90 | 280.00 | 169.90 | 37.76 |
| 6 | Benue | 189.00 | 119.00 | 70.00 | 37.04 |
| 25 | Niger | 155.00 | 98.00 | 57.00 | 36.77 |
#plt.figure(figsize=(10,6))
sns.barplot(y='states', x='percent',
data= top10_highest);
# Top 10 States with smallest variation in original budget
top10_low = budget_data.nsmallest(10, 'percent')
top10_low
| states | Initial_budget (Bn) | Revised_budget (Bn) | difference | percent | |
|---|---|---|---|---|---|
| 19 | Katsina | 244.00 | 213.0 | 31.00 | 12.70 |
| 13 | Enugu | 169.56 | 146.4 | 23.16 | 13.66 |
| 17 | Kaduna | 259.25 | 223.6 | 35.65 | 13.75 |
| 3 | Anambra | 137.10 | 112.8 | 24.30 | 17.72 |
| 14 | Gombe | 130.83 | 107.4 | 23.43 | 17.91 |
| 29 | Oyo | 213.00 | 174.0 | 39.00 | 18.31 |
| 16 | Jigawa | 152.92 | 124.0 | 28.92 | 18.91 |
| 27 | Ondo | 187.80 | 151.4 | 36.40 | 19.38 |
| 34 | Yobe | 108.00 | 86.0 | 22.00 | 20.37 |
| 4 | Bauchi | 167.20 | 128.0 | 39.20 | 23.44 |
#plt.figure(figsize=(14,6))
sns.barplot(y='states', x='percent',
data= top10_low);
geo_nig = gpd.read_file('./Nig_geojson.json')
#geo_nig
geo_nig.explore()
geo_nig.head()
| admin1Name | admin1Pcod | admin1RefN | admin1AltN | admin1Al_1 | admin0Name | admin0Pcod | date | validOn | validTo | Shape_Leng | Shape_Area | geometry | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Abia | NG001 | Abia | None | None | Nigeria | NG | 2016-11-29 | 2016-12-15 | None | 4.695135 | 0.396543 | MULTIPOLYGON (((7.38681 6.03667, 7.38729 6.036... |
| 1 | Adamawa | NG002 | Adamawa | None | None | Nigeria | NG | 2016-11-29 | 2016-12-15 | None | 11.525443 | 3.113007 | MULTIPOLYGON (((13.62129 10.94823, 13.62592 10... |
| 2 | Akwa Ibom | NG003 | Akwa Ibom | None | None | Nigeria | NG | 2016-11-29 | 2016-12-15 | None | 5.263830 | 0.549476 | MULTIPOLYGON (((8.34482 4.61140, 8.34496 4.609... |
| 3 | Anambra | NG004 | Anambra | None | None | Nigeria | NG | 2016-11-29 | 2016-12-15 | None | 3.595960 | 0.392661 | MULTIPOLYGON (((6.93254 6.71090, 6.93167 6.698... |
| 4 | Bauchi | NG005 | Bauchi | None | None | Nigeria | NG | 2016-11-29 | 2016-12-15 | None | 13.952005 | 4.011018 | MULTIPOLYGON (((10.75125 12.46148, 10.75615 12... |
geo_nig.shape
(37, 13)
Geo_nig=geo_nig[['admin1Name', 'Shape_Leng','Shape_Area', 'geometry']]
Geo_nig.columns=['states', 'Shape_Length', 'Shape_Area', 'geometry']
Geo_nig.head()
| states | Shape_Length | Shape_Area | geometry | |
|---|---|---|---|---|
| 0 | Abia | 4.695135 | 0.396543 | MULTIPOLYGON (((7.38681 6.03667, 7.38729 6.036... |
| 1 | Adamawa | 11.525443 | 3.113007 | MULTIPOLYGON (((13.62129 10.94823, 13.62592 10... |
| 2 | Akwa Ibom | 5.263830 | 0.549476 | MULTIPOLYGON (((8.34482 4.61140, 8.34496 4.609... |
| 3 | Anambra | 3.595960 | 0.392661 | MULTIPOLYGON (((6.93254 6.71090, 6.93167 6.698... |
| 4 | Bauchi | 13.952005 | 4.011018 | MULTIPOLYGON (((10.75125 12.46148, 10.75615 12... |
Geo_nig.info()
<class 'geopandas.geodataframe.GeoDataFrame'> RangeIndex: 37 entries, 0 to 36 Data columns (total 4 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 states 37 non-null object 1 Shape_Length 37 non-null float64 2 Shape_Area 37 non-null float64 3 geometry 37 non-null geometry dtypes: float64(2), geometry(1), object(1) memory usage: 1.3+ KB
#Relace state names so we can join with data table
Geo_nig= Geo_nig.replace(['Federal Capital Territory', 'Nasarawa'], ['FCT', 'Nassarawa'])
Geo_nig
| states | Shape_Length | Shape_Area | geometry | |
|---|---|---|---|---|
| 0 | Abia | 4.695135 | 0.396543 | MULTIPOLYGON (((7.38681 6.03667, 7.38729 6.036... |
| 1 | Adamawa | 11.525443 | 3.113007 | MULTIPOLYGON (((13.62129 10.94823, 13.62592 10... |
| 2 | Akwa Ibom | 5.263830 | 0.549476 | MULTIPOLYGON (((8.34482 4.61140, 8.34496 4.609... |
| 3 | Anambra | 3.595960 | 0.392661 | MULTIPOLYGON (((6.93254 6.71090, 6.93167 6.698... |
| 4 | Bauchi | 13.952005 | 4.011018 | MULTIPOLYGON (((10.75125 12.46148, 10.75615 12... |
| 5 | Bayelsa | 5.046708 | 0.776768 | MULTIPOLYGON (((6.55283 5.37988, 6.56198 5.379... |
| 6 | Benue | 9.408080 | 2.578363 | MULTIPOLYGON (((8.52442 8.15727, 8.54240 8.148... |
| 7 | Borno | 13.714364 | 5.987849 | MULTIPOLYGON (((13.35885 13.71261, 13.36207 13... |
| 8 | Cross River | 8.779796 | 1.711218 | MULTIPOLYGON (((8.56068 4.79847, 8.55944 4.798... |
| 9 | Delta | 7.372526 | 1.394082 | MULTIPOLYGON (((6.66892 6.50123, 6.67111 6.484... |
| 10 | Ebonyi | 4.489355 | 0.518050 | MULTIPOLYGON (((8.24431 6.78560, 8.24976 6.775... |
| 11 | Edo | 7.889425 | 1.595809 | MULTIPOLYGON (((6.13357 7.55208, 6.13835 7.550... |
| 12 | Ekiti | 3.395633 | 0.471634 | MULTIPOLYGON (((5.50593 8.01869, 5.50872 8.017... |
| 13 | Enugu | 4.319893 | 0.624323 | MULTIPOLYGON (((7.54536 7.00125, 7.54930 6.991... |
| 14 | FCT | 3.498412 | 0.607222 | MULTIPOLYGON (((7.67239 9.41128, 7.71959 9.346... |
| 15 | Gombe | 5.955286 | 1.438747 | MULTIPOLYGON (((11.07149 11.31249, 11.07479 11... |
| 16 | Imo | 2.878088 | 0.414097 | MULTIPOLYGON (((7.26575 5.93081, 7.26607 5.927... |
| 17 | Jigawa | 11.771497 | 1.928873 | MULTIPOLYGON (((10.23002 13.01060, 10.23084 13... |
| 18 | Kaduna | 12.613678 | 3.645639 | MULTIPOLYGON (((8.16953 11.48727, 8.16955 11.4... |
| 19 | Kano | 8.244195 | 1.685607 | MULTIPOLYGON (((8.30528 12.58803, 8.31002 12.5... |
| 20 | Katsina | 9.105637 | 1.991947 | MULTIPOLYGON (((7.81802 13.33042, 7.82082 13.3... |
| 21 | Kebbi | 14.968981 | 3.035227 | MULTIPOLYGON (((4.25355 13.26045, 4.26682 13.2... |
| 22 | Kogi | 10.476383 | 2.368882 | MULTIPOLYGON (((6.51270 8.39867, 6.52740 8.375... |
| 23 | Kwara | 12.046963 | 2.766244 | MULTIPOLYGON (((3.73068 10.06829, 3.73651 10.0... |
| 24 | Lagos | 4.287770 | 0.300166 | MULTIPOLYGON (((3.32387 6.67388, 3.32879 6.673... |
| 25 | Nassarawa | 9.537188 | 2.197927 | MULTIPOLYGON (((7.99731 9.31436, 8.00084 9.306... |
| 26 | Niger | 18.921559 | 5.930956 | MULTIPOLYGON (((4.92994 11.35723, 4.93396 11.3... |
| 27 | Ogun | 9.649774 | 1.364021 | MULTIPOLYGON (((2.84613 7.92988, 2.85077 7.929... |
| 28 | Ondo | 7.751109 | 1.233546 | MULTIPOLYGON (((5.92604 7.73182, 5.92513 7.728... |
| 29 | Osun | 4.660140 | 0.704549 | MULTIPOLYGON (((4.94975 8.05548, 4.95674 8.053... |
| 30 | Oyo | 8.624586 | 2.264918 | MULTIPOLYGON (((4.21046 8.97003, 4.25339 8.966... |
| 31 | Plateau | 8.575527 | 2.180996 | MULTIPOLYGON (((8.79339 10.38465, 8.79925 10.3... |
| 32 | Rivers | 5.814545 | 0.830196 | MULTIPOLYGON (((6.64358 5.70171, 6.64836 5.699... |
| 33 | Sokoto | 10.503159 | 2.679547 | MULTIPOLYGON (((5.51464 13.89442, 5.52912 13.8... |
| 34 | Taraba | 13.696255 | 4.802474 | MULTIPOLYGON (((10.83822 9.61847, 10.84855 9.6... |
| 35 | Yobe | 11.096937 | 3.726688 | MULTIPOLYGON (((11.22181 13.37400, 11.25518 13... |
| 36 | Zamfara | 9.466144 | 2.782855 | MULTIPOLYGON (((6.84870 13.08240, 6.87310 13.0... |
data.head()
| states | lab_confirmed_cases | cases_on_admission | discharged | deaths | |
|---|---|---|---|---|---|
| 0 | Lagos | 104014 | 871 | 102372 | 771 |
| 1 | FCT | 29464 | 143 | 29072 | 249 |
| 2 | Rivers | 18044 | 89 | 17800 | 155 |
| 3 | Kaduna | 11576 | 11 | 11476 | 89 |
| 4 | Oyo | 10332 | 3 | 10127 | 202 |
Geo_nig=pd.merge(Geo_nig, data, on=['states'], how='inner') #combining the data table and the geo_nig table
Geo_nig.head()
| states | Shape_Length | Shape_Area | geometry | lab_confirmed_cases | cases_on_admission | discharged | deaths | |
|---|---|---|---|---|---|---|---|---|
| 0 | Abia | 4.695135 | 0.396543 | MULTIPOLYGON (((7.38681 6.03667, 7.38729 6.036... | 2261 | -1 | 2228 | 34 |
| 1 | Adamawa | 11.525443 | 3.113007 | MULTIPOLYGON (((13.62129 10.94823, 13.62592 10... | 1312 | 134 | 1140 | 38 |
| 2 | Akwa Ibom | 5.263830 | 0.549476 | MULTIPOLYGON (((8.34482 4.61140, 8.34496 4.609... | 5004 | 7 | 4953 | 44 |
| 3 | Anambra | 3.595960 | 0.392661 | MULTIPOLYGON (((6.93254 6.71090, 6.93167 6.698... | 2825 | 46 | 2760 | 19 |
| 4 | Bauchi | 13.952005 | 4.011018 | MULTIPOLYGON (((10.75125 12.46148, 10.75615 12... | 2001 | 10 | 1967 | 24 |
Geo_nig.explore(column='lab_confirmed_cases',cmap='plasma',scheme='Percentiles', legend=True, tooltip=['states','lab_confirmed_cases','cases_on_admission','deaths'])
Geo_nig.explore(column='deaths',cmap='plasma', scheme='Percentiles',legend=True, tooltip=['states','lab_confirmed_cases','cases_on_admission','deaths'])
Geo_nig=pd.merge(Geo_nig,covid_external[['states', 'region', 'Population']] , on=['states'], how='inner')
Geo_nig[Geo_nig['region']=='South South']
| states | Shape_Length | Shape_Area | geometry | lab_confirmed_cases | cases_on_admission | discharged | deaths | region | Population | |
|---|---|---|---|---|---|---|---|---|---|---|
| 5 | Bayelsa | 5.046708 | 0.776768 | MULTIPOLYGON (((6.55283 5.37988, 6.56198 5.379... | 1364 | 1 | 1335 | 28 | South South | 2606000 |
| 8 | Cross River | 8.779796 | 1.711218 | MULTIPOLYGON (((8.56068 4.79847, 8.55944 4.798... | 919 | 2 | 892 | 25 | South South | 4272000 |
| 9 | Delta | 7.372526 | 1.394082 | MULTIPOLYGON (((6.66892 6.50123, 6.67111 6.484... | 5784 | 502 | 5170 | 112 | South South | 6303000 |
| 10 | Ebonyi | 4.489355 | 0.518050 | MULTIPOLYGON (((8.24431 6.78560, 8.24976 6.775... | 2064 | 28 | 2004 | 32 | South South | 3192000 |
| 11 | Edo | 7.889425 | 1.595809 | MULTIPOLYGON (((6.13357 7.55208, 6.13835 7.550... | 7923 | 0 | 7601 | 322 | South South | 4705000 |
| 32 | Rivers | 5.814545 | 0.830196 | MULTIPOLYGON (((6.64358 5.70171, 6.64836 5.699... | 18044 | 89 | 17800 | 155 | South South | 7763000 |
Geo_nig.at[10, 'region']='South East' #Setting the correct region
Geo_nig.at[2, 'region']='South South' #Setting the correct region
Geo_nig[Geo_nig['states']=='Ebonyi']['region'] #Checking if the changes has been effected.
10 South East Name: region, dtype: object
south_south=(Geo_nig[Geo_nig['region']=='South South']).reset_index()
south_south.head()
| index | states | Shape_Length | Shape_Area | geometry | lab_confirmed_cases | cases_on_admission | discharged | deaths | region | Population | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | Akwa Ibom | 5.263830 | 0.549476 | MULTIPOLYGON (((8.34482 4.61140, 8.34496 4.609... | 5004 | 7 | 4953 | 44 | South South | 6093000 |
| 1 | 5 | Bayelsa | 5.046708 | 0.776768 | MULTIPOLYGON (((6.55283 5.37988, 6.56198 5.379... | 1364 | 1 | 1335 | 28 | South South | 2606000 |
| 2 | 8 | Cross River | 8.779796 | 1.711218 | MULTIPOLYGON (((8.56068 4.79847, 8.55944 4.798... | 919 | 2 | 892 | 25 | South South | 4272000 |
| 3 | 9 | Delta | 7.372526 | 1.394082 | MULTIPOLYGON (((6.66892 6.50123, 6.67111 6.484... | 5784 | 502 | 5170 | 112 | South South | 6303000 |
| 4 | 11 | Edo | 7.889425 | 1.595809 | MULTIPOLYGON (((6.13357 7.55208, 6.13835 7.550... | 7923 | 0 | 7601 | 322 | South South | 4705000 |
south_south.explore(column='deaths',cmap='viridis', scheme='quantiles',legend=True, tooltip=['states','lab_confirmed_cases','cases_on_admission','deaths'])
# for i in range(len(south_south)):
# plt.text(south_south.Longitude[i],south_south.Latitude[i],"{}\n{}".format(south_south.states[i], south_south.deaths[i]),size=16, color='r')
# plt.title('COVID-19 Deaths by States for the South South.',fontsize=25)
# plt.show()
from subprocess import call
call(['python', '-m', 'nbconvert', 'covidproject.ipynb'])
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